2025Activity reportProject-TeamPOEMS
RNSR: 200518328E- Research center Inria Saclay Centre
- In partnership with:CNRS, Ecole nationale supérieure des techniques avancées - Institut polytechnique de Paris
- Team name: Wave propagation: mathematical analysis and simulation
- In collaboration with:Propagation des ondes : étude mathématique et simulation (POEMS)
Creation of the Project-Team: 2019 November 01
Each year, Inria research teams publish an Activity Report presenting their work and results over the reporting period. These reports follow a common structure, with some optional sections depending on the specific team. They typically begin by outlining the overall objectives and research programme, including the main research themes, goals, and methodological approaches. They also describe the application domains targeted by the team, highlighting the scientific or societal contexts in which their work is situated.
The reports then present the highlights of the year, covering major scientific achievements, software developments, or teaching contributions. When relevant, they include sections on software, platforms, and open data, detailing the tools developed and how they are shared. A substantial part is dedicated to new results, where scientific contributions are described in detail, often with subsections specifying participants and associated keywords.
Finally, the Activity Report addresses funding, contracts, partnerships, and collaborations at various levels, from industrial agreements to international cooperations. It also covers dissemination and teaching activities, such as participation in scientific events, outreach, and supervision. The document concludes with a presentation of scientific production, including major publications and those produced during the year.
Keywords
Computer Science and Digital Science
- A6. Modeling, simulation and control
- A6.1. Methods in mathematical modeling
- A6.1.1. Continuous Modeling (PDE, ODE)
- A6.1.2. Stochastic Modeling
- A6.1.4. Multiscale modeling
- A6.1.5. Multiphysics modeling
- A6.1.6. Fractal Modeling
- A6.2. Scientific computing, Numerical Analysis & Optimization
- A6.2.1. Numerical analysis of PDE and ODE
- A6.2.2. Numerical probability
- A6.2.3. Probabilistic methods
- A6.2.7. HPC for machine learning
- A6.3.1. Inverse problems
- A6.3.4. Model reduction
- A6.5.1. Solid mechanics
- A6.5.2. Fluid mechanics
- A6.5.4. Waves
Other Research Topics and Application Domains
- B2.6. Biological and medical imaging
- B3.3. Geosciences
- B3.3.1. Earth and subsoil
- B3.4. Risks
- B3.4.1. Natural risks
- B3.4.2. Industrial risks and waste
- B5.3. Nanotechnology
- B5.4. Microelectronics
- B5.5. Materials
1 Team members, visitors, external collaborators
Research Scientists
- Stéphanie Chaillat Loseille [Team leader, CNRS, Researcher, HDR]
- Eliane Becache [INRIA, Researcher, HDR]
- Marc Bonnet [CNRS, Researcher, HDR]
- Anne-Sophie Bonnet-Ben Dhia [CNRS, Senior Researcher, HDR]
- Christophe Hazard [CNRS, Researcher, HDR]
- Patrick Joly [INRIA, Senior Researcher, HDR]
- Maryna Kachanovska [INRIA, Researcher]
- Luiz Maltez Faria [INRIA, Researcher]
- Pierre Marchand [UMA-ENSTA, ISFP]
- Jean-Francois Mercier [CNRS, Researcher, HDR]
- Axel Modave [CNRS, Researcher, HDR]
- Marie Touboul [CNRS, Researcher]
Faculty Members
- Sonia Fliss [Team leader, ENSTA, Professor, HDR]
- Laurent Bourgeois [ENSTA, Professor, HDR]
- Patrick Ciarlet [ENSTA, Professor, HDR]
- Xavier Claeys [ENSTA, Professor, HDR]
- Laure Giovangigli [ENSTA, Associate Professor]
- Eric Lunéville [ENSTA, Professor]
Post-Doctoral Fellows
- Manaswinee Bezbaruah [ENSTA, Post-Doctoral Fellow, from Jul 2025]
- Ahmed Chabib [CNRS, Post-Doctoral Fellow, until Sep 2025]
- Maha Daoud [ENSTA, Post-Doctoral Fellow, until Sep 2025]
- Ari Rappaport [ENSTA]
PhD Students
- Sarah Al Humaikani [ENSTA]
- Louis Auffret [ENSTA, from Nov 2025]
- Cedric Baudet [ENSTA]
- Antonin Boisneault [INRIA]
- Pierre Boulogne [CEA]
- Yahya Boye [MINESPARISTECH]
- Farah Chaaban [ENSTA, until Sep 2025]
- Roxane Delville-Atchekzai [CEA, until Mar 2025]
- Mario Gervais [CEA, until Oct 2025]
- Dongchen He [INRIA, from Sep 2025 until Oct 2025]
- Dongchen He [ENSTA, until Aug 2025]
- Romain Kubecki [UNIV BORDEAUX]
- Dylan Machado [ENSTA]
- Yacine Mohammedi [ONERA]
- Aurelien Parigaux [ENSTA, until Sep 2025]
- Simone Pescuma [UMA-ENSTA, until Sep 2025]
- Timothee Raynaud [ENSTA]
- Arthur Saunier [IFPEN, until Mar 2025]
- Adrien Savshuk [ENSTA, until Sep 2025]
- Raphael Terrine [ENSTA]
- Adrien Vet [ENSTA]
Technical Staff
- Colin Chambeyron [CNRS, Engineer]
- Virgile Dubos [INRIA, Engineer, until Aug 2025]
- Nicolas Kielbasiewicz [CNRS]
Administrative Assistants
- Corinne Chen [ENSTA]
- Marie Enee [INRIA]
2 Overall objectives
The propagation of waves is one of the most common physical phenomena in nature. From the human scale (sounds, vibrations, water waves, telecommunications, radar) to the scales of the universe (electromagnetic waves, gravity waves) and of the atoms (spontaneous or stimulated emission, interferences between particles), the emission and the reception of waves are our privileged way to understand the world that surrounds us. The study and the simulation of wave propagation phenomena constitute a very broad and active field of research in various domains of physics and engineering sciences. The variety and the complexity of the underlying problems, their scientific and industrial interest, the existence of a common mathematical structure to these problems from different areas altogether justify a research project in applied mathematics and scientific computing devoted to this topic.
3 Research program
3.1 Expertises
The research activity of the POEMS team is devoted to the mathematical and numerical analysis of wave phenomena in a broad sense. Our work encompasses all types of waves—acoustic, elastic, electromagnetic, and more generally coupled or multi-physics waves—arising in physics and engineering sciences, with a strong emphasis on rigorous modeling, analysis, and simulation.
A unifying feature of POEMS is the constant interplay between physics, mathematics, and numerical analysis. This interdisciplinary approach enables us, for instance, to derive reduced or effective models through asymptotic analysis, to ensure their mathematical robustness, and to design reliable and efficient numerical methods with provable error estimates. These theoretical and numerical developments have led to numerous applications, including non-destructive testing, waveguide analysis, underwater explosion modeling, and wave propagation in random media.
Typically, our works are based on boundary value problems established by physicists to model the propagation of waves in various situations. The basic ingredient is a partial differential equation of the hyperbolic type, whose prototype is the scalar wave equation, or the Helmholtz equation if time-periodic solutions are considered. More generally, we systematically consider both the transient problem, in the time domain, and the time-harmonic problem, in the frequency domain. Let us mention that, even if different waves share a lot of common properties, the transition from the scalar acoustic equation to the vectorial electromagnetism and elastodynamics systems raises a lot of mathematical and numerical difficulties, and requires a specific expertise.
A key feature of the problems we consider is that they are typically set in unbounded domains, such as in radar applications where only the interaction of waves with the target is of interest. This motivates extensive theoretical and numerical research. Common approaches reformulate the problem in a bounded domain using either appropriate boundary conditions—non-local transparent conditions in the frequency domain or local approximations for time-domain schemes—or by surrounding the domain with Perfectly Matched Layers (PML), which are widely used due to their simplicity and effectiveness. Nevertheless, these problems remain challenging, with difficulties of various types depending on the specific configuration under study.
Our research is structured around several major scientific themes, reflecting both our long-standing expertise and the new challenges we aim to address in the coming years.
- Modal and resonance-based methods through spectral theory. Many wave phenomena are intrinsically linked to modal decompositions, resonance effects, and spectral properties of the underlying operators. POEMS has developed strong expertise in spectral theory and its applications to wave problems, including the analysis of eigenvalue problems, resonances, and guided or trapped modes in closed and open waveguides.
- Enhancing the potential of integral equation methods: theory and numerics. A classical approach for handling unbounded domains is to reformulate the PDE as a boundary integral equation (BIE) using a suitable Green’s function. The use of these methods is however less widespread that finite element methods due to theoretical limitations, implementation challenges and computational costs. We investigate these formulations from both theoretical and numerical perspectives, with a focus on well-posedness, spectral properties, efficient preconditioning and fast algorithms.
- Convergence and scalability of iterative methods for wave problems. We focus on the design and analysis of efficient iterative solvers for large-scale wave simulations, including domain decomposition methods, multigrid strategies, and hybrid approaches. Particular attention is paid to convergence and scalability issues that are specific to wave propagation problems—especially at high frequencies or in heterogeneous media.
- Imaging and identification problems. Our activity is not limited to forward problems. We also address inverse problems related to wave propagation, such as imaging, detection, and parameter identification. Our contributions range from theoretical analysis to the design of efficient numerical algorithms. Note that some studies on direct problems are specifically designed to address inverse problems, for instance in the context of non-destructive testing.
- Waves in structured media and beyond. We investigate wave propagation in ordered (periodic, quasi-periodic, junctions of periodic media,...for instance photonic crystals) or disordered (random, for instance concrete or human body) media. We can take into account exactly the microstructure to propose adapted numerical methods or using asymptotic analysis, propose effective models when the scale of the heterogeneities are small compared to the wavelength.
- Mathematical and numerical challenges in exotic media. A significant part of our activity concerns wave propagation in unconventional or emerging media, such as plasmas, metamaterials, and dispersive or anisotropic materials. These settings give rise to non-standard mathematical models and pose new analytical and numerical challenges, requiring the development of dedicated mathematical tools and tailored numerical schemes.
4 Application domains
Our research finds applications in many fields where acoustic, elastic, electromagnetic and water waves are involved. Topics that have given rise to industrial partnerships include aircraft noise reduction (aeroacoustics), ultrasonic non-destructive testing of industrial structures, and seismic wave simulations in the subsoil, for the oil exploration.
Nowadays, the numerical techniques for solving the basic academic problems are well mastered, and significant progress has been made during the last twenty years for handling problems closer to real applications. But several bottlenecks remain, among which one can mention the high-frequency problems for radar applications, the multiscale problems that arise for instance in nanotechnologies or the multi-physics couplings, like in aeroacoustics. Moreover, in the recent period, new challenges have emerged, related to new discoveries in physics (like negative index metamaterials) or to the fantastic development of information and communication techniques. For example, the growing development of increasingly connected objects (internet of things) and the forthcoming availability of autonomous vehicles depend crucially on electromagnetic waves, raising important issues about radar performance, sensor reliability, component miniaturization and electromagnetic compatibility. Generally, there are a lot of application domains which could benefit from advanced research on waves phenomena. Enhancing ultrasound-based methods for detection and imaging, which are already intensively used in e.g. medicine, could permit real-time health monitoring of aircrafts or nuclear plants. Guarding against seismic risks still requires considerable advances in the simulation of elastic waves in large and complex media. And many other applications motivating our research and our prospects could be added to this far-from-comprehensive list.
5 Social and environmental responsibility
5.1 Footprint of research activities
Our laboratory is deeply committed to sustainability and social responsibility. We strive to minimize our ecological footprint by carefully considering our travel choices, opting for train travel whenever possible. For instance, this year, several members of the team traveled to Berlin by train to attend the 2024 WAVES conference. We also use our computational resources judiciously to reduce energy consumption.
5.2 Impact of research results
On the societal impact front, while the scope of POEMS spans from theoretical research to numerical experiments, we aim, as much as possible, to collaborate with industry to address meaningful questions that have a tangible impact. We have strengthened our expertise in algorithms and numerical methods, resulting in a greater proportion of our work being linked to practical applications. We have partnered with organizations such as Siemens, Naval Group, and CEA, and contributed to projects under the Interdisciplinary Center for Defense and Security Studies at IP Paris.
Fostering sustainable science is a core value for us. We actively support open science initiatives by promoting the use of open-source software and encouraging the reproducibility of computational codes. We also contribute to Diamond Open Access journals, such as JTCAM, to ensure the free dissemination of scientific knowledge without financial barriers for authors or readers. Additionally, we strive to create a working environment where both permanent staff and PhD/postdoctoral researchers can thrive. To ensure dedicated mentorship, we prioritize co-supervisions and joint PhD programs, allowing us to dedicate meaningful time and resources to nurturing their development.
6 Highlights of the year
At the start of 2025, Sonia Fliss and Stéphanie Chaillat took over the leadership of the UMR POEMS (recall that it is a joint research unit of CNRS, ENSTA, and Inria). In March 2025, POEMS underwent an evaluation by HCERES, receiving a highly positive report.
Several multi-year projects concluded at the end of 2025, including the ANR Waves DG project led by Axel Modave and the RAPID HYBOX project in collaboration with IMACS and Arianespace, led by Sonia Fliss, Patrick Joly and Maryna Kachanovska. To mark the end of HYBOX, a two-day workshop, co=organized with Zois Moitier (EPI IDEFIX and Toufic Abboud IMACS) was held at ENSTA in December, launching discussions on new collaborative research topics.
Throughout 2025, the team co-organized several workshops: first in March, “Waves in Random Media”, and second in June, the “Workshop on Numerical Analysis and Scientific Computing for Electromagnetics”—held in honor of Patrick Ciarlet’s 60th birthday. Both events took place at the Institut Henri Poincaré in Paris.
The exploratory action QUI led by Laure Giovangigli and Emile Parolin, in collaboration with Institut Langevin, has been accepted by Inria in 2025.
Finally, a number of PhD students successfully defended their theses during the year: Louise Pacaut in January (now in maternity leave), Roxane Delville-Atchekzai in March, Dongchen He in October, Simone Pescuma (now a postdoc at CERMICS, École des Ponts), Farah Chaaban in December (now a postdoc in EPI Serena), Arthur Saunier in December, and Aurélien Parigaux in December (now a high school teacher).
7 Latest software developments, platforms, open data
7.1 Latest software developments
7.1.1 COFFEE
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Functional Description:
COFFEE is an adapted fast BEM solver to model acoustic and elastic wave propagation (full implementation in Fortran 90). The 3-D acoustic or elastodynamic equations are solved with the boundary element method accelerated by the multi-level fast multipole method or a hierarchical-matrices based representation of the system matrix. The fundamental solutions for the infinite space are used in this implementation. A boundary element-boundary element coupling strategy is also implemented so multi-region problems (strata inside a valley for example) can be solved. In order to accelerate the convergence of the iterative solver, various analytic or algebraic preconditioners are available. Finally, an anisotropic mesh adaptation strategy is used to further reduce the computational times.
- URL:
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Contact:
Stéphanie Chaillat Loseille
7.1.2 Htool-DDM
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Keywords:
Hierarchical matrices, Domain decomposition, Preconditioner
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Functional Description:
Htool-DDM is a lightweight, header-only C++14 library that provides parallel iterative solvers with domain decomposition preconditioners, relying on an in-house hierarchical matrix compression for dense/compressed linear systems.
- URL:
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Contact:
Pierre Marchand
7.1.3 HMatrices.jl
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Keywords:
Boundary element method, Hierarchical matrices
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Functional Description:
This package provides some functionality for assembling as well as for doing linear algebra with hierarchical matrices with a strong focus in applications arising in boundary integral equation methods. It includes shared as well as distributed memory assembly and matrix/vector product, as well as a shared memory LU factorization.
- URL:
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Contact:
Luiz Maltez Faria
7.1.4 DDMTool
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Keywords:
Finite element modelling, C++
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Functional Description:
Finite element library: P0, P1 Lagrange, edge finite elements, in 1D, 2D, 3D volume and surface meshes.
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Contact:
Xavier Claeys
7.1.5 BemTool
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Keyword:
Boundary element method
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Functional Description:
BemTool is a C++ header-only library implementing the boundary element method (BEM) for the discretisation of the Laplace, Helmholtz and Maxwell equations, in 2D and 3D. Its main purpose is the assembly of classical boundary element matrices, which can be compressed and inverted through its interface with the HTool library.
- URL:
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Contact:
Xavier Claeys
7.1.6 XLiFE++
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Name:
eXtended Library of Finite Elements in C++
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Keywords:
Finite element modelling, Edge elements, Discontinuous Galerkin
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Functional Description:
XLiFE++ is an FEM-BEM C++ library developed by POEMS laboratory, that can solve 1D/2D/3D, scalar/vector, transient/stationary/harmonic problems.
- URL:
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Contact:
Eric Lunéville
8 New results
8.1 Modal and resonance-based methods through spectral theory
Construction of transparent conditions for electromagnetic waveguides
Participants: Anne-Sophie Bonnet-Ben Dhia, Sonia Fliss, Aurélien Parigaux.
This work is done in the framework of the PhD of Aurélien Parigaux, co-advised by Anne-Sophie Bonnet-Ben Dhia and Lucas Chesnel from Inria team IDEFIX, in collaboration with Sonia Fliss.
We are particularly interested in computing the electromagnetic field in typically fiber-optic tapers or optical multiplexers, where several semi-infinite waveguides interact in a bounded zone of space. In this context, in order to reduce the computation to the bounded region (using for instance a FE method), one has to truncate the guides and impose adapted transparent conditions on the artificial boundaries to minimize spurious reflections. This question is very well understood for scalar models of acoustic waveguides, but remains a delicate subject for electromagnetic waveguides.
In the case where the truncated waveguide is isotropic and homogeneous, it is known that a transparent boundary condition connecting the tangential electric field to the tangential magnetic field at the artificial boundary, the so-called EtM condition, can be written using a modal expansion on transverse modes (TE, TM and TEM). Another possibility is the use of perfectly matched layers (PML).
The design of suitable transparent boundary conditions is less obvious for guides that are heterogeneous in the cross-section. The difficulties arise from the loss of self-adjointness of the spectral problem, whose modes are the eigensolutions. In particular, the transverse electric fields are no longer orthogonal in of the cross section, modal expansions are no longer available, and inverse modes can occur (with phase and group velocities of opposite signs), which prevents the use of PMLs. We have established a localization result for inverse modes in the plane and an explanation for the mechanism leading to their appearance. Examples of waveguides for which inverse modes appear in some frequency range have been obtained numerically.
Then, based on theoretical results of Kondratiev theory, we have shown that for a heterogeneous isotropic waveguide, it is possible to write an EtM condition with overlap connecting the tangential electric field on an inner cross section with the tangential magnetic field at the artificial boundary. Thanks to bi-orthogonality relations, this EtM condition with overlap can be well approximated by a finite modal sum, where the approximation error decreases exponentially with the size of the overlap. But due to the overlap, the equivalence between the problem in a finite domain and the original problem in the infinite domain fails for a sequence of box eigenfrequencies.
Finally, we derived a second family of transparent conditions, which we call CtM conditions, still with overlap, so that the equivalence holds at all frequencies. These conditions link the currents (jumps of the transverse electric and magnetic fields) on an inner cross section to the tangential magnetic field on the artificial boundary. This approach has several advantages. In particular, it can also be used in the anisotropic case.
All these methods have been implemented in the finite elements library XLiFE++ using Nédélec elements. Numerical results have been obtained for homogeneous and heterogeneous isotropic waveguides, including cases with a non simply connected cross-section.
Trapped modes in electromagnetic waveguides
Participants: Anne-Sophie Bonnet-Ben Dhia, Sonia Fliss.
This is a common work with Lucas Chesnel (Inria team IDEFIX). We consider the Maxwell's equations with perfect electric conductor boundary conditions in three-dimensional unbounded domains which are the union of a bounded resonator and one or several semi-infinite waveguides. We are interested in the existence of electromagnetic trapped modes, that is solutions of the problem without source term. These trapped modes are associated to eigenvalues of the Maxwell's operator, that can be either below the continuous spectrum or embedded in it. First for homogeneous waveguides, we present different families of geometries for which we can prove the existence of eigenvalues. Then we show that certain non homogeneous waveguides with local perturbations of the dielectric constants can support trapped modes. Let us mention that certain mechanisms we propose are very specific to Maxwell's equations and have no equivalent in the classical proofs of existence of trapped modes for the scalar Dirichlet or Neumann Laplacians.
The Half-Space Matching method for the junction of open waveguides
Participants: Sarah Al Humaikani, Anne-Sophie Bonnet-Ben Dhia, Sonia Fliss.
This work deals with the wave scattering by a junction of stratified media, also referred to as open waveguides, in situations where the stratification allows propagation without attenuation. More precisely, we consider configurations consisting of three or four stratified half-planes, with a stratification that is orthogonal to the boundary of the half-plane. Proposing a characterization of the outgoing solution for this class of problems is really challenging.
Our objective is to characterize and compute the outgoing solution. We propose to use the HalfSpace Matching (HSM) method. Based on half-plane representations for the solution, the scattering problem can be rewritten as a system coupling (1) a finite element discretisation localized around the junction and (2) integral equations whose unknowns are traces of the solution on the boundaries of the stratified half-planes.
For the scattering problem under consideration, the appropriate functional framework for the traces as well as the well-posedness of the HSM system are not clear. Instead, we derive a similar system, called Complex Scaled-HSM (Cs-HSM) where the unknowns of the integral equations are exponentially decaying analytic extensions of the traces. The key step is to derive half-space representations expressed in terms of the analytical extension of the trace. This is achieved by combining two different formulas: one obtained via a Fourier Transform in the direction of the stratification and another based on a generalized Fourier transform in the direction that is orthogonal to the stratification. Each representation has its own theoretical and numerical advantages and drawbacks.
Finally, we prove that the resulting formulation is of Fredholm-type. Uniqueness remains a conjecture, although it is strongly supported by numerical experiments done with Xlife++ Library.
A Rellich type theorem for a class of Helmholtz equations with non-constant coefficients
Participants: Sarah Al Humaikani, Anne-Sophie Bonnet-Ben Dhia, Sonia Fliss, Christophe Hazard.
Some years ago, the following result was proven: there are no non-trivial square-integrable solutions to the Helmholtz equation in a bidimensional conical domain with opening angle larger than . We prove that this result can be generalized to some configurations with non-constant coefficients. More precisely, the conical domain must be replaced by a union of half-planes, such that each half-plane is either homogeneous or stratified with a stratification orthogonal to the boundary of the half-plane. Our proof is based on half-plane representations of the solution derived through a generalization of the Fourier transform adapted to stratified media.
Approximation of reflectionless modes by conjugated PMLs : the zip effect
Participants: Anne-Sophie Bonnet-Ben Dhia, Christophe Hazard.
This work is done in collaboration with Lucas Chesnel (Inria team IDEFIX) and Vincent Pagneux from Laboratoire d'Acoustique de l'Université du Maine. We are interested in calculating so-called "reflectionless" frequencies in a locally perturbed infinite waveguide (these can be acoustic or electromagnetic waves). A frequency is said to be reflectionless when there exists at that frequency a wave that is transmitted through the perturbation without producing any reflection. We showed in a previous paper that the search for these frequencies can be mathematically formulated as a non-selfadjoint eigenvalue problem for an unbounded operator. The idea is to introduce, on either side of the perturbation, a complex dilation of the longitudinal variable, with different dilation coefficients on each side of the perturbation, conjugate to each other. This makes the reflectionless wave exponentially decaying at infinity. We can then truncate the waveguide and discretize the problem using finite elements. This is the method of conjugate Perfectly Matched Layers (PMLs).
The spectral problem of reflectionless frequencies gives rise to some rather surprising phenomena. To describe and explain them, it is sufficient to consider a 1D Helmholtz equation with a local variation of the velocity. A first phenomenon concerns the problem before the introduction of PMLs. A trivial but very important observation is the following: in the absence of perturbation (constant velocity), there is never any reflection. In other words, for the unperturbed problem, any real frequency, even a complex one, is reflectionless. Conversely, in the presence of a velocity perturbation constant in an interval, the reflectionless frequencies form a sequence of real numbers tending towards infinity. This is typical of certain non-selfadjoint problems: even the smallest perturbation of the unperturbed case transforms the spectrum of the entire complex plane into a countable sequence of real numbers. This surprising phenomenon gives rise to a second phenomenon concerning the convergence of PMLs as the truncation length L tends towards infinity. We observe that the calculated eigenvalues trace a kind of zip in the complex plane, which opens as increases. We show how this zip effect can be explained by introducing the notion of a pseudospectrum.
8.2 Enhancing the potential of integral equation methods: theory and numerics
Fast boundary element method for lifetime assessment of cracked structures
Participants: Marc Bonnet, Luiz Faria.
This work, undertaken in the framework of the CIFRE Phd of Adrien Vet supported by Safran Aircraft Engines, is concerned with the development of a computational strategy exploiting boundary elements accelerated with H-matrices towards applications in the fracture mechanics analysis of 3D complex engine structures. The underlying industrial motivation is the availability of a "middle ground" computational treatment, where some modeling simplifications are deemed acceptable (in particular the assumption of linear constitutive behavior) in exchange for reasonably accurate lifetime assessments that avoid performing very demanding full-fledged analyses. Towards meeting these objectives, we have investigated several methodological aspects, in particular the fine-tuning of the quadrature method for hypersingular element integrals originally proposed by Guiggiani, the design of a weight function that facilitates the evaluation of stress intensity factors along the crack front, and streamlining the H-matrix treatment of elastostatic integral operators.
Boundary Domain Decomposition method for elastic multiple scattering problems
Participants: Stephanie Chaillat.
Fast BEM techniques have been developed in the 2000s and have since led to a significant reduction in the computational complexity of each iteration. A complementary strategy to fast BEM approaches consists in using domain decomposition methods (DDM) in order to (i) split the problem into smaller subproblems that can be solved in parallel and (ii) reduce the number of iterations required for convergence. While such approaches are widely used in the finite element community, only a few domain decomposition strategies have been specifically adapted to BEM, leaving substantial room for improvement in this area. In collaboration with Martin Gander (University of Geneva), Laurence Halpern, and Marion Darbas (LAGA), we investigate several ideas aimed at filling this gap.
As a first step, we compare different ways of incorporating domain decomposition concepts into the method of reflections, a domain decomposition approach naturally suited for multiple scattering problems. This method relies on decomposing the total scattered field into contributions associated with each individual obstacle. At each iteration, the diffraction problem is solved independently for each obstacle, with an incident field defined as the superposition of the original incident wave and the fields scattered by the other obstacles at previous iterations. Although this method is independent of the chosen numerical discretization, it is particularly well adapted to BEM due to the homogeneous nature of exterior problems.
The main challenge lies in understanding the convergence of this iterative method, which may depend on the frequency and on the geometric configuration, in particular on the distance between obstacles. We have shown that both the sequential and parallel versions of the method of reflections, when based on boundary integral equations, provide an efficient and robust solution for multiple scattering problems. However, we observe that small distances between obstacles may significantly slow down convergence, or even prevent convergence of the parallel version. To address this issue, we have proposed the introduction of overlapping or deflation techniques. A proceedings paper on this topic has been submitted to the 29th Domain Decomposition Methods Conference, and a journal paper is currently being finalized.
Fast Preconditioned Boundary Element Methods for piecewise homogeneous elastodynamics problems
Participants: Stephanie Chaillat.
Boundary Element Methods (BEMs) are highly efficient for homogeneous problems; however, significant challenges arise when dealing with layered media, in particular regarding conditioning and the treatment of triple points. While various coupling strategies exist, these issues remain largely open.
The ECOS Chile project, in collaboration with Marion Darbas (LAGA), Carlos Jerez Hanckes and Paul Escapil-Inchauspé (Inria Chile), aims at extending multitrace methods (MTF), originally developed for Helmholtz problems, to two- and three-dimensional elasticity. MTF reformulates the boundary value problem as a well-posed system of first-kind boundary integral equations, naturally suited for parallelization and preconditioning. The approach introduces independent displacement and traction unknowns per subdomain, enforces Calderón identities locally, and weakly imposes transmission conditions across interfaces.
As a first step toward heterogeneous elasticity problems, we focus on the case of a single homogeneous scatterer. All derivations are carried out explicitly in one dimension, with illustrative examples in two dimensions. We analyze the influence of frequency and material contrast on the convergence of the GMRES solver. Preliminary results on an elastic Calderón preconditioner, and a discussion of its potential to further accelerate iterative solvers, are presented in a paper currently under review.
Fast, high-order numerical evaluation of volume potentials via polynomial density interpolation
Participants: Luiz Faria, Marc Bonnet.
This research is done in collaboration with Carlos Pérez-Arancibia (University of Twente, Netherlands) and Thomas Anderson (Univ. of Michigan, USA). The proposed method addreses the evaluation of (e.g. Newtonian) volume potentials arising for many classical models of mathematical physics, which include acoustic and elastic waves. The proposed technique relies on using polynomial interpolants of the density function around the kernel singularity, polynomial solutions of the underlying homogeneous PDE with that interpolant in the right-hand side and Green's theorem, and allows to formulate an evaluation scheme that does not entail any singular integral. We have also prpposed a systematic methodology for the construction of polynomial PDE solutions. The method is designed so as to be compatible with the use of fast summation methods such as the fast multipole method. WE obtained error estimates for the regularization and quadrature errors, and ran a complete battery of numerical tests, which include solving Lippmann-Schwinger equations for scattering by penetrable objects, for potentials using the 2D Laplace and Helmholtz Green's functions. Extensions to 3D and vector-valued problems are current underway.
High-order Boundary Integral Equations on implicitly defined surfaces
Participants: Luiz Faria, Dongchen He.
This research is being done in collaboration with Aline Lefebvre-Lepot (CMAP), and in the context of the PhD thesis of Dongchen He. We are developing a method for accurately solving boundary integral equations on implicitly defined surfaces in . The method relies on combining a dimension-indepent technique for generating a high-order surface quadrature on level-set surfaces, with the general-purpose density interpolation method for handling the singular and nearly-singular integrals ubiquitous in boundary integral formulations. The proposed methodology, based on a Nystrom discretization scheme, bypasses the need for generating a body conforming mesh for the implicit surface, allowing in principle for an efficient coupling between a robust dynamic level-set representation of deforming surfaces, and boundary integral equation solvers. Particular attention is being paid to the computation of singular integrals when only a surface quadrature is available (i.e. in the absence of an actual mesh). We believe such techniques could prove useful in applications involving microscopic flows governed by the Stokes equations; in particular, the simulation of micro-swimmers and droplet microfluidics.
Modelling the sound radiated by a turbulent flow
Participants: Stéphanie Chaillat, Jean-François Mercier, Louise Pacaut.
The goal of this PhD study, conducted in collaboration with Gilles Serre (Naval Group), is to develop an optimized numerical method for determining the sound produced by turbulence and scattered by a screw propeller. Ultimately, this research aims to contribute to reducing the noise radiated by ships. The study addresses two challenges: (i) modeling turbulence to derive an acoustic source term, and (ii) propagating both direct and scattered sounds from the source. These challenges are tackled by computing tailored Green’s functions, functions satisfying the natural boundary conditions of obstacles with arbitrary shapes. Building on a prior PhD that dealt with rigid obstacles under Neumann boundary conditions, this study extends the approach to penetrable obstacles. In the fluid-fluid case, such as an air bubble in water, coupled integral equations are derived to express the tailored Green’s function in terms of the free-space Green’s functions of both fluids. A hierarchical matrix-based Boundary Element Method is used to efficiently compute these functions. In the case of a light fluid surrounded by an heavy fluid (air bubble in water), the resolution of the integral equations gave imprecise results and a regularization process had to be introduced. The study also extends to fluid-elastic interactions, where a new challenge arises due to the complexity of the elastic Green’s tensor. Here also a regularization has been required to evaluate correctly the solution close to the elastic medium surface. The validity of these approaches, fluid-fluid and fluid-elastic, is confirmed by testing on a spherical geometry, for which analytical solutions are derived. These results provide a foundation for addressing ship noise reduction in practical applications. The corresponding article is about to be submitted.
Diffraction by fractal screens
Participants: Patrick Joly, Maryna Kachanovska.
This work is done in collaboration with Z. Moitier (currently at IDEFIX, Inria). We develop a new integration technique for computing integrals over self-similar sets, with application to computing discretizations of boundary integral operators over fractal screens. The key idea is inspired by the previous work of Stritchartz, which deals with evaluation of integrals of monomials on fractals based on the self-similarity of the underlying measure, and which we were able to extend to our setting. In particular, the main difficulty in constructing quadratures over the screens lies in evaluation of the integrals of Lagrange polynomials that define quadrature weights. This is now done by a purely algebraic procedure of computing a kernel of an easy-to-compute matrix. The convergence estimates for the new quadrature have been obtained and tested numerically. The results of this research have been accepted for publication in SIAM Journal of Scientific Computing and have been presented at the Conference ICOSAHOM 2025, in July at Montreal, in the framework of a minisymposium "Recent Progress in higher order numerical integration" that we co-organized with Z. Moitier.
Integral equation methods for acoustic scattering by fractals
Participants: Xavier Claeys.
This is a work in collaboration with A.M. Caetano (Universidade de Aveiro, Portugal), S.N. Chandler-Wilde† (University of Reading, United Kingdom), A. Gibbs (University College London, United Kingdom) , D.P. Hewett (University College London, United Kingdom) and A. Moiola (University of Pavia, Italy).
We study sound-soft time-harmonic acoustic scattering by general scatterers, including fractal scatterers, in 2D and 3D space. For an arbitrary compact scatterer we reformulate the Dirichlet boundary value problem for the Helmholtz equation as a first kind integral equation (IE) on involving the Newton potential. The IE is well-posed, except possibly at a countable set of frequencies, and reduces to ex- isting single-layer boundary IEs when is the boundary of a bounded Lipschitz open set, a screen, or a multi-screen. When is uniformly of d-dimensional Hausdorff dimension in a sense we make precise (a d-set), the operator in our equation is an integral operator on with respect to d-dimensional Hausdorff measure, with kernel the Helmholtz fundamental solution, and we propose a piecewise-constant Galerkin discretization of the IE, which converges in the limit of vanishing mesh width. When is the fractal attractor of an iterated function system of contracting similarities we prove convergence rates under assumptions on and the IE solution, and describe a fully discrete implementation using recently proposed quadrature rules for singular integrals on fractals. We present numerical results for a range of examples and make our software available as a Julia code.
Convolution Quadrature Methods for Wave Equation in Non-cylindrical Domains
Participants: Maryna Kachanovska.
In this work in progress, carried out in collaboration with Lehel Banjai (Heriot-Watt University), we have initiated a new project on the design of convolution quadrature methods for time-domain boundary integral equations for the wave equation in non-cylindrical domains. We have formulated the corresponding boundary integral equations—which, to the best of our knowledge, have not appeared previously in the literature—and proposed a convolution-quadrature-based discretization. We have also performed preliminary numerical experiments. At this stage, the results are not entirely satisfactory: our initial tests indicate that stabilization of the proposed formulation is required.
A priori analysis of curved boundary element methods for the 3D Laplace and Helmholtz equations
Participants: Luiz Faria, Pierre Marchand.
This work is a collaboration with H. Montanelli (Inria Idefix). We established improved convergence rates for curved boundary element methods applied to the three-dimensional Laplace and Helmholtz equations with smooth geometry and data. Our analysis relies on a precise analysis of the errors introduced by the discretization of the solution, and the geometry. We illustrated our results with numerical experiments in 3D based on basis functions and curved triangular elements up to order four using Inti.jl. This led to multiple interesting open questions. In particular, using even order for the curved triangular elements super-converge compared to our analysis, which is consistent with other observation in the literature.
8.3 Convergence and scalability of iterative methods for wave problems
Accelerating non-local exchange in generalized optimized Schwarz methods
Participants: Xavier Claeys, Roxane Delville-Atchekzai.
This is a joint work with M.Lecouvez (CEA CESTA, Bordeaux). The generalized optimised Schwarz method proposed in [Claeys & Parolin, 2022] is a variant of the Després algorithm for solving harmonic wave problems where transmission conditions are enforced by means of a non-local exchange operator. We introduce and analyse an acceleration technique that significantly reduces the cost of applying this exchange operator without deteriorating the precision and convergence speed of the overall domain decomposition algorithm.
Hierarchical matrix compression for inverses of finite element matrices of convection dominated problems
Participants: Xavier Claeys, Arthur Saunier.
This is a joint work with A.Anciaux (IFPEN, Rueil-Malmaison), I.Ben Gharbia (IFPEN, Rueil-Malmaison) and L.Agelas (IFPEN, Rueil-Malmaison). Hierarchical matrices (H-matrices) refer to compression schemes leading to a drastic acceleration of linear algebra operations. They rely on two main ingredients: recursive partitioning of the matrix, and compression of certain so-called admissible blocks of the partition. H-matrices typically target certain class of fully populated matrices stemming from the discretization of PDEs. They perform very well in the case where the underlying PDE is strongly elliptic, which has been well documented and received a solid theoretical justification, but the performance a priori deteriorates when ellipticity is lost. In this work, we shall focus on the case of matrices stemming from the discretization of convection dominated problems. We shall first discuss where the standard proof of approximability fails in the case of dominating convection. Then we shall explain how to modify the partitioning and the adminissibility criterion so as to overcome this issue and restore the performance of H-matrix compression. We also work on obtaining numerical results to illustrate our new approach.
Substructuring based FEM-BEM coupling for Helmholtz problems
Participants: Antonin Boisneault, Xavier Claeys, Pierre Marchand.
This work is a collaboration with M. Bonazzoli (Inria Idefix) and concerns the solution of the Helmholtz equation in a medium composed of a bounded heterogeneous domain and an unbounded homogeneous one. Such problems can be expressed using classical FEM-BEM coupling techniques. We solve these coupled formulations using iterative solvers based on substructuring Domain Decomposition Methods (DDM), and aim to develop a convergence theory, with fast and guaranteed convergence. A recent article of Xavier Claeys proposed a substructuring Optimized Schwarz Method, with a nonlocal exchange operator, for Helmholtz problems on a bounded domain with classical conditions on its boundary (Dirichlet, Neumann, Robin). The variational formulation of the problem can be written as a bilinear application associated with the volume and another with the surface, for which, under certain sufficient assumptions, convergence of the DDM strategy is guaranteed. We have shown how some specific FEM-BEM coupling methods fit, or not, the previous framework, in which we consider Boundary Integral Equations (BIEs) instead of classical boundary conditions. In particular, we prove that the symmetric Costabel coupling satisfies the assumptions of the proposed framework, which guarantees convergence. We carefully study spurious resonances, which are typical of BEM formulations, and show that the Costabel coupling is robust with respect to them. Numerical experiments are carried out using DDMtool for domain decomposition and Htool-DDM for the hierarchical compression of integral operators. This work is in the framework of OptiGPR3D Exploratory Action and has been presented at DD 29 conference.
Convergence study of the iterative finite element solution of Helmholtz problems with near-resonance phenomena
Participants: Pierre Marchand, Axel Modave, Timothée Raynaud.
This research topic is developed in collaboration with Victorita Dolean (TU/e, The Netherlands) within the framework of the ElectroMath CIEDS project.
We consider the iterative solution of Helmholtz problems discretized using the finite element method. For these problems, the convergence of iterative Krylov methods is usually slow, because the matrices of the resulting linear systems can be indefinite, ill-conditioned, and large. We aim to better understand the convergence of Krylov methods for problems close to resonances, to provide improvements that make the iterative solvers more robust.
Several results characterize the convergence of Krylov methods. These are based, for example, on the distribution of eigenvalues over the spectrum, the notion of pseudospectrum and numerical range, or harmonic Ritz values. Here we have studied convergence results based on harmonic Ritz values. We have proved a new result to better interpret the superlinear convergence of GMRES. We have applied this result for a cavity case (close to resonances) and an open cavity case (close to quasi-resonances) implemented in a MATLAB finite element code. We observed that the superlinear convergence behavior is related to the approximation of the small eigenvalues of the matrix by the small harmonic Ritz values computed during the iterations.
We are studying how deflation, coarse spaces, domain decomposition preconditioning techniques, and their combination influence the convergence of GMRES for configurations with near-resonance phenomena. We are carrying out this study using FreeFEM. Preliminary results have been presented at the 29th International Conference on Domain Decomposition Methods (DD29).
Isometric Arnoldi solvers for domain decomposition methods applied to wave propagation problems
Participants: Xavier Claeys.
Discretization of harmonic wave propagation problems typically leads to non-self-adjoint linear systems, which raises significant challenges from the perspective of linear solvers. In this context, the preconditioned conjugate gradient (PCG) is a priori not applicable, and it is customary to rely on GMRes. However, when the wave propagation problem under consideration does not involve any energy dissipation mechanism, the Generalized Optimized Schwarz Method that we have previously developed leads to linear systems that take the form of an isometric perturbation of the identity operator. Linear systems associated with isometric perturbations of the identity can be solved by means of a very special Krylov linear solver developed by Jagels and Reichel in the 1990s. This special solver, based on an isometric Arnoldi algorithm, involves a short-term recurrence, a desirable property similar to the conjugate gradient. We are currently investigating the performance of such solvers on wave propagation problems.
Hydrid DG-FEM modeling of thin coaxial cables
Participants: Patrick Joly.
This topic is the subject of a collaboration Sébastien Imperiale (M3disim) and constitues the continuation the PhD thesis of Akram Beni Hamad, defended in September 2023, with which we continued to collaborate. Our morst recent contricution concerns the time domain modeling of deformed thin cables, wthere "deformed" refers to the fact that the cable is not cylindrical. The cylindrical case was treated by an original approach combining Nédélec’s edge elements on elongated prismatic meshes with a hybrid time discretization procedure which is explicit in the longitudinal directions and implicit in the transverse ones. The resulting numerical scheme has the advantage to be stable under a CFL condition that involves only the longitudinal space step, a property which is essential for the efficiency of the method.
The extension of the above method to the non cylindrical case led us to relax the conformity of our finite element spaces and to develop a new hybrid method combining a conforming discretization in the longitudinal variable and a discontinuous Galerkin method in the transverse ones. The resulting method has a complexity which is similar to the one of the cylindrical case. Moreover, and this is the major theoretical result ontained this year, we were able to prove, that the numerical scheme was still stable under a CFL stability condition involving only the longitudinal space step. The corresponding article has been submitted for publication.
Hybridizable discontinuous Galerkin (HDG) methods with transmission variables for time-harmonic problems
Participants: Axel Modave, Simone Pescuma, Ari Rappaport.
This research topic is developed in collaboration with Théophile Chaumont-Frelet (Inria, Rapsodi) and Gwénaël Gabard (LAUM) within the framework of the WavesDG ANR project and the ElectroMath CIEDS project.
We consider the iterative solution of time-harmonic wave propagation problems discretized with finite element methods. These problems are notoriously difficult to solve iteratively because the matrices of the discrete systems are sparse, complex, and indefinite. We are working on a new hybridizable discontinuous Galerkin method, called the CHDG method, which is based on a standard discontinuous Galerkin scheme with upwind numerical fluxes and high-order polynomial bases. Auxiliary unknowns corresponding to transmission variables are defined at the interface between the elements, and the physical fields are eliminated to obtain a hybridized system. In the case of scalar waves in homogeneous media, it has been observed that the iterative solution of the reduced system (with CGNR and GMRES) is accelerated compared to the standard HDG method where the auxiliary unknowns correspond to a numerical trace.
In the context of Simone Pescuma's PhD thesis, we have extended the CHDG method to scalar heterogeneous problems with piecewise constant coefficients, as well as aeroacoustic problems. Using a series of 2D numerical benchmarks, we systematically studied the standard HDG and CHDG methods. Convergence of standard iterative schemes is always faster with the extended CHDG method than with the standard HDG methods. In the context of Ari Rappaport's postdoctoral research, we have applied the CHDG method to electromagnetic problems in homogeneous media. We validated the approach using an in-house C++ 3D CHDG parallel code.
GPU-accelerated finite element solvers for time-harmonic problems
Participants: Ahmed Chabib, Axel Modave.
This research topic is developed in collaboration with Christophe Geuzaine (ULiège, Belgium) and Roland Greffe (ULiège, Belgium).
Over the past decade, computing power has shifted from central processing units (CPUs) to graphical processing units (GPUs) in servers and modern supercomputers. Therefore, porting numerical simulation tools for GPU computing is of paramount importance. However, developing numerical tools that efficiently leverage the computing power of GPU accelerators is challenging. This requires not only the fine-tuning of codes but also the rethinking of numerical algorithms.
In this project, we are investigating GPU acceleration for two types of finite element solvers for time-harmonic problems. As part of his postdoctoral research, Ahmed Chabib is porting the C++ 3D CHDG discontinuous finite element code developed in the WavesDG project framework to a GPU. In the context of Roland Greffe's PhD studies, we are investigating GPU implementation strategies for a standard continuous finite element code combined with a domain decomposition substructuring method using GmshFEM. Preliminary results were presented at the ACOMEN 2025 conference and the 2025 Congrès Français de Mécanique.
Analysis of a domain decomposition method for electromagnetic waves in anisotropic media
Participants: Patrick Ciarlet, Axel Modave, Ari Rappaport.
This research topic is developed in collaboration with Marcella Bonazzoli (IDEFIX, Inria).
The mathematical modeling of electromagnetic wave propagation in complex and anisotropic media is an active research topic, e.g., for designing metamaterials. Fast numerical models accelerated with domain decomposition methods would be an asset for studying complex configurations. However, these methods have mainly been studied for electromagnetic problems involving isotropic media, and few works are available for more complex media. In this project, we are extending the analysis of an overlapping domain decomposition preconditioning method that has already been studied for lossy homogeneous media to anisotropic media.
Domain decomposition methods for random multi-scale Helmholtz problems arising in ultrasound imaging
Participants: Laure Giovangigli.
Together with Emile Parolin (Inria Paris), Laure Giovangigli obtained an Exploratory Action funding from Inria: AEx QUI (Quantitative Ultrasound Imaging) to work on this topic. The development of new quantitative ultrasound imaging algorithms, which aim at reconstructing a map of the local speed of sound in the medium from echoes measurements, requires a validation process that can be achieved through numerical simulation. With this application in mind, we consider the scattering of plane waves by a tissue-mimicking medium where up to a hundred unresolved scatterers per wavelength are randomly distributed throughout the medium. The domains (about a hundred wavelengths in size) require billion degrees of freedom in a simulation, which corresponds to the state of the art in terms of direct numerical simulation capacity. We investigated the efficiency and scalability of one-level and two- levels domain decomposition techniques to accurately solve the full scale model. The primary objective was to validate quantitative stochastic homogenization results obtained in [Garnier et al.,arXiv:2505.07566 ] particularly the asymptotic expansions of the scattered field with respect to the size of the scatterers.
8.4 Imaging and identification problems
Propagation of ultrasounds in random multi-scale media and quantitative medical ultrasound imaging
Participant: Laure Giovangigli, Quentin Goepfert.
This work is a joint work with Josselin Garnier (X-CMAP) and Pierre Millien (Institut Langevin) and has been published in IPI. We present a mathematical model and analysis for a new experimental method [Bureau and al., arXiv:2409.13901, 2024] for effective sound velocity estimation in medical ultrasound imaging. We perform a detailed analysis of the point spread function of a medical ultrasound imaging system when there is a mismatch between the effective sound speed in the medium and the one used in the backpropagation imaging functional. Based on this analysis, an estimator for the speed of sound error is introduced. Using recent results on stochastic homogenization of the Helmholtz equation, we provide a representation formula for the field scattered by a random multi-scale medium (whose acoustic behavior is similar to a biological tissue) in the time-harmonic regime. We then prove that statistical moments of the imaging function can be accessed from data collected with only one realization of the medium. We show that it is possible to locally extract the point spread function from an image constituted only of speckle and build an estimator for the effective sound velocity in the micro-structured medium. Some numerical illustrations are also include at the end of the publication.
We are currently working at extending this study to the case where the medium is characterized by a heteregeneous effective speed of sound. First we study the case of a target embedded in a bilayered medium with a planar interface when the effective speed of sound in each layer and interface depth are not known. We show that we can numerically estimate the two speeds of sound and the interface depth by maximizing the PSF at the imaging point. In the paraxial and broadband regime, we theorically estimate the size (axial and lateral widths of the PSF) and the center of the focal spot. Lastly, we show that it is possible to estimate the three parameters even in the absence of a strong reflector by using the signals reflected by randomly distributed small scatterers. This is a joint work with Sofia Suarez.
Second we quantify the robustness of the effective speed of sound estimator in the presence of medium noise. We suppose that the background speed of sound exhibits random fluctuations around a constant effective speed of sound which we wish to estimate. Assuming that the correlation length of these fluctuations is larger than the wavelength of the incident wave we characterize the law of the estimator in this random medium in the presence of a strong reflector. Using realistic numerically simulated measurements we show that the estimator in a speckle medium without any strong reflector follows the same law. This is a joint work with Zetao Fei (Ecole Polytechnique).
Inverse problems in oceanography
Participant: Laurent Bourgeois, Raphael Terrine.
This work is devoted to an inverse problem arising in oceanography, that is the identification of the sea bottom deformation from measurements of the induced free surface perturbation. An application is the early detection of tsunamis. After studying the problem in the frequency domain, for the sake of simplicity, we have then tackled the problem in the time domain, which is more realistic and more difficult. This is the subject of the PhD Thesis of Raphaël Terrine and a collaboration with Philippe Moireau (Ananke). The underlying model is supposed to be linear, however involving both gravity and acoustic waves. A first issue is proving well-posedness of the forward problem, setting it in different frameworks (for instance the Semi-group theory or Lions' theorem). In order to solve the inverse problem, two strategies were considered. The first method is a space-time mixed formulation of the Tikhonov regularization, the Morozov principle being used to determine the regularization parameter as a function of the amplitude of noise. This determination relies on duality in optimization. The main drawback of such one-shot method is that a large matrix has to be inverted in the presence of a small space-time mesh. To circumvent the problem we have implemented a SOR type method that enables us to consider smaller meshes. The second method is a more classical least square method in the spirit of the optimal control problems à la Lions, an adjoint state being used to compute the gradient of the cost function. In this second method, however, that both the control and the observation be surface functions makes the rigorous justification of the optimal control method quite difficult. Besides, while the discretization of the first method is quite obvious, that of the second one is more challenging. In particular, the convergence analysis of the solution of the discrete optimal control problem to the solution of the continuous one when both the time step and the space mesh tend to 0 is rather technical. It was achieved by carrying out the numerical analysis of the mixed formation formed by the optimality condition satisfied by the solution. Some numerical experiments in 2d have proved the feasibility of both methods, emphasizing their pros and cons.
Constitutive behavior of linear viscoelastic solids under the plane stress condition
Participant: Marc Bonnet.
Work done in collaboration with Bojan Guzina, University of Minnesota, USA.
We derive the relationship between the plane-stress viscoelastic constitutive parameters, typically valid for thin solids, and their bulk counterparts. We thus provide foundations for reconstructing 3D constitutive parameters of natural and engineered solids via thin-sheet testing, in particular by examining the reduction of thermodynamic potentials describing linear viscoelasticity under the plane stress condition. The analysis is complemented by a set of analytical and numerical examples, illustrating the effect on the plane stress condition on the behavior of isotropic and anisotropic viscoelastic solids.
Early-reverberation imaging functions for bounded elastic domains
Participant: Marc Bonnet.
For the ultrasonic inspection of bounded elastic structures, finite-duration imaging functions are derived in the Fourier-Laplace domain. The signals involved are exponentially windowed, so that early reflections are taken into account more strongly than later ones in the imaging process. Applying classical approaches, derivatives of the relevant data-misfit functional with respect to arbitrary perturbations of the mass density and stiffnesses are expressed using forward and adjoint solutions that incorporate the exponentially decaying weighting. and finite-duration imaging functions are then defined on that basis. Our approach in particular aims to overcome the difficulty of dealing with bounded domains containing defects not located in direct line of sight from the transducers and measured signals of long duration. We demonstated the potential of the proposed on 2D examples.
Shape optimization problems involving slow viscous fluids
Participant: Marc Bonnet.
Work done in collaboration with Shravan Veerapaneni and his group (University of Michigan, USA)
Work done in collaboration with Shravan Veerapaneni and his group (University of Michigan, USA).
This multi-year collaboration addresses the design and implementation of computational methods for solving optimization problems involving slow viscous fluids modelled by the Stokes equations. In particular, we have developed a computational framework that aims at simultaneously optimizing the shape and the slip velocity of an axisymmetric microswimmer suspended in a viscous fluid. We seek swimmer shapes that achieve a given net motion amount while minimizing the incurred power loss. The optimal slip and efficiency (with shape fixed) are here given in terms of two Stokes flow solutions, and we then establish shape sensitivity formulas of adjoint-solution form that provide objective function derivatives with respect to any set of shape parameters on the sole basis of the above two flow solutions. Our computational treatment, which relies on a fast and accurate boundary integral solver for solving all Stokes flow problems, was used on several shape optimization examples. We next extended to 3D swimmers our slip optimization approach by defining a fixed set of (at most) twelve flow problems allowing to determine net motions with minimal power loss, in preparation to addressing the 3D shape optimization in the near future.
8.5 Waves in structured media and beyond
Wave diffraction by thin finite periodic layers
Participants: Cédric Baudet, Sonia Fliss, Patrick Joly.
This is the subject of the PhD thesis of Cédric Baudet which is part of the HyBox project.
In this work, we consider the diffraction of waves by an object partially covered by a periodic layer whose thickness tends to 0. This situation can model industrial applications where the layer often consists of a metamaterial with unusual wave propagation properties. For layers that cover the entire object, there are already known solutions to this problem. In our case, where the layer is only partial, the difficulty is to treat the tips of the layer, for which no effective model is known yet.
In a previous work, we established a full asymptotic expansion of the field when the thickness of the layer tends to 0, by using matched asymptotic expansions. The terms of the expansion that describe the field far from the corner are built inductively, satisfy a boundary condition replacing the layer and have an intricate singular behavior near the corner. This behavior involves algebraic matching coefficients and coefficients coming from corner profiles. In this work, we provide effective models of order 3, resp. 5. These models replace, far from the corner, the layer by an effective Robin, resp. Ventcel, boundary condition. In addition, we introduce an artificial boundary near the corner and impose a Dirichlet-to-Neumann (DtN) condition. The DtN map relies on a modal decomposition of the truncated asymptotic expansion at order 3, resp. 5. The modes take into account the singular behavior, the algebraic matching coefficients and the corner profiles. We provide error estimates regarding the truncation of the DtN modes. Numerical results illustrates the accuracy of the effective models.
Wave propagation in quasi periodic media
Participants: Sonia Fliss, Patrick Joly.
This work is done in collaboration with Pierre Amenoagbadji (Columbia University) Our main objective is to develop original numerical methods for the solution of the time-harmonic wave equation where some quasi-periodicity arises in the heterogeneity or in the geometry of the propagation medium. This includes two situations:
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1D quasi-periodic media: we developed an adapted numerical method based on the so-called lifting approach that was first studied and implemented in the case with absorption. The idea is to interpret the solution of the 1D Helmholtz equation as the trace along the same line of the solution of an augmented degenerate PDE in higher dimensions, with periodic coefficients. The key point is to characterize the transparent boundary condition via the DtN operator associated to the augmented problem through a propagation operator which is the solution of a Riccati equation whose construction is based on the solution of periodicity cell problems..
More recent developments concern the non-absorbing case, for which we have proposed a method based on the limiting absorption principle. For this, one first needs to replace the DtN operator by a so-called RtR operator which associates an incoming Robin trace to an outgoing one. The second difficulty consists in selecting the good physical solution of the Riccati equation for the corresponding propagation operator. We have proposed a method based on an energy-flux criterion to select the physical solution, under some technical assumptions.
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Transmission between two 2D periodic half-spaces: the interesting case is when the two structures are not periodic in the direction of the interface, or when their periods along the interface are not commensurate. However, in this situation, the problem presents a hidden quasi-periodic structure with respect to the coordinate along the interface, in such a way that they fall into the scope of the lifting approach. In a first step, we have considered situations where the structures could be lifted in 3D, that is
- the case where the two media are periodic along the interface, but with non-commensurate periods;
- the case where one medium is constant, while the other is not periodic with respect to the variable along the interface.
In each case, the full method couples the DtN (or RtR) approach similar to the 1D case, with the use of the Floquet-Bloch transform with respect to the variable of the lifted interface. An additional difficulty lies in the resolution of 3D cell problems. We have developed a quasi 2D methods which reduces their resolution to a family of independent 2D problems set in rectangles and a non-local problem for an auxiliary unknown set on (a part of) the boundary of the cubic cell. The implementation of this method produces satisfactory results, and an article has benn published.
High-frequency effective models for subsonic space-time metamaterials
Participants: Marie Touboul.
This is a collaboration with Richard Craster (Imperial College London). Laminated materials with space-time modulated properties are known to exhibit unconventional dispersion diagrams with the occurrence of non-symmetric band gaps in the subsonic regime, and of gaps in wavenumber in the supersonic regime. However, these phenomena occur at higher-frequencies for which the low-frequency homogenization is no longer valid. We therefore developed and validated high-frequency homogenization (Craster, 2010) for the subsonic case in order to get an insight on the effective behaviour of the media. We are currently working on exploiting these effective models to better understand the physics of this configuration.
Predicting topologically protected interface state with high-frequency homogenization
Participants: Marie Touboul.
This is a collaboration with Bruno Lombard and Antonin Coutant (Laboratoire de Mécanique et d’Acoustique, France).
When two semi-infinite periodic media are joined together, a localized interface mode may exist, whose frequency belongs to their common band gap. Moreover, if certain spatial symmetries are satisfied, this mode is topologically protected and thus is robust to defects. A method has recently been proposed to identify the existence and the frequency of this mode, based on the computation of surface impedances at all the frequencies in the gap. In this work, we approximate the surface impedances thanks to high-frequency effective models, and therefore get a prediction of topologically protected interface states while only computing the solution of an eigenvalue problem at the edges of the bandgaps. We also show that the nearby eigenvalues high-frequency effective models give rise to a better approximation of the surface impedance.
Enriched homogenized model in the presence of boundaries or interfaces
Participants: Laure Giovangigli, Sonia Fliss, Edouard Meddouri-Bernard, Marie Touboul.
In a first work we study the scalar wave equation (in the time or in the frequency domain) in presence of a periodic medium with a boundary when the period is small compared to the wavelength. High order effective models involving high order differential operators of higher orders (at least 4) have been proposed for infinite periodic media. Proposing boundary conditions for these models remain an open question. Note that one of the difficulty is that one has to derive variational conditions for differential operators of order 4 from original variational conditions for operators of order 2.
The past few years, for frequency domain wave equation, we have proposed a new asymptotic expansion which takes into account the microscopic phenomena near the boundary or at the interface with a periodic half-space. Our approach enables to propose appropriate boundary conditions for these models. The objective is to apply these techniques in the context of the long time homogeneization of time-domain wave equation. The difficulty is to propose appropriate boundary conditions that makes the effective problems well-posed, which requires new techniques for time domain problems. We have, for now, studied the presence of a Dirichlet boundary, proposed effective conditions, showed well-posedness and performed the error analysis. We want then to tackle similar questions for Neumann or transmission conditions. This work is done in collaboration with Bruno Lombard (LMA, Marseille) and Remi Cornaggia (Institut d’Alembert, Sorbonne Université).
In a second work we study the Helmholtz transmission problem between two unbounded periodic media when the periods are small compared to the wavelength of the incident wave. We propose effective models whose solutions approximate the solution of the Helmholtz equation in these complex media at any order (with respect to the size of the period). These approximations remain valid close to the interface. Although the effective problems still depend on , they do not depend on the microscopic scale and are thus cheap to solve numerically. The constants involved in the transmission conditions across the interface depend on periodic Laplace problems posed in an infinite band of width one. A numerical method to solve these corrector problems is proposed and numerical simulations corroborate the theoretical error estimates. The goal is now to extend this work to quasi-periodic and random media.
Scattering from a random thin coating of nanoparticles: the Dirichlet case
Participants: Sonia Fliss, Laure Giovangigli.
We study the time-harmonic scattering by a heterogeneous object covered with a thin layer of randomly distributed sound-soft nanoparticles. The size of the particles, their distance between each other and the layer's thickness are all of the same order but small compared to the wavelength of the incident wave. Solving the Helmholtz equation in this context can be very costly and the simulation depends on the given distribution of particles. To circumvent this, we propose, via a multi-scale asymptotic expansion of the solution, an effective model where the layer of particles is replaced by an equivalent boundary condition. The coefficients that appear in this equivalent boundary condition depend on the solutions to corrector problems of Laplace type defined on unbounded random domains. Under the assumption that the particles are distributed given a stationary and mixing random point process, we prove that those problems admit a unique solution in the proper space. We then establish quantitative error estimates for the effective model and present numerical simulations that illustrate our theoretical results. A paper on this subject has been submitted this year.
We are currently working on the Neumann case that is not an easy extension. One of the difficulty is the construction of a stationary corrector term that can be achieved using regularization at the cost of a degradation of the error estimates.
Scattering by electromagnetic waves from an arbitrarily shaped object coated with a random rough thin layer
Participants: Pierre Boulogne, Sonia Fliss, Laure Giovangigli.
This work is a joint work with Justine Labat (CEA-CESTA). We are interested in the time-harmonic scattering by a bounded regular object coated with a thin rough layer. Although this problem can be solved numerically, computational costs become prohibitive when the layer's thickness is small compared to the object’s characteristic size and the incident wavelength. However, this scale separation can be exploited to derive effective models that avoid meshing the thin layer.
Effective models for arbitrary objects coated by thin layers of constant thickness on the one hand or for planes coated by rough thin layers on the other hand are well established in the literature. By contrast, objects of arbitrary shapes coated by rough layers require additional tools. Such models can be derived when the roughness (i.e. the surface variations of the layer) is of the same order as the layer's thickness and is either periodic or random and stationary ergodic.
Assuming a two-dimensional setting governed by the Helmholtz equation, we derive homogenized models of any orders for the periodic case and of order 1 and 2 for the random case. The derivation relies on a multi-scale asymptotic method that yields correctors defined on a « cell » and effective solutions, that depend on the roughness properties and on the geometry of the object. The correctors capture the near-field behavior of the solution, while the effective solutions satisfy an equivalent boundary condition around the object, providing accurate approximations of the far field behaviour. We establish quantitative error estimate between the true solution and the effective models at different orders. Numerical simulations for a range of geometries and coatings validate the theoretical convergence rates.
Long time homogeneization in random media
Participants: Laure Giovangigli, Edouard Meddouri-Bernard.
This is a joint work with Mitia Duerinckx (ULB). We study the time-dependent scalar wave equation in presence of a microstrucured random medium. The classical homogenization theory enables to derive an effective model which provides an approximation of the solution. But this effective model does not take into account the long time dispersive effects which appears naturally in microstructured media. This is well known in periodic media since the works of Santosa and Symes in the 90s, but in the case of stationary ergodic media numerous questions remain open: at which time-horizon the homogenization remains valid? Can we quantify the fluctuations of the solution? Using Glauber calculus we prove in the case of an i.i.d. medium that the homogenization theorem remains valid on . This result is illustrated by numerical simulations in one and two dimensions.
Galerkin Foldy-Lax model for sound-soft scattering by multiple small particles
Participants: Maryna Kachanovska, Adrian Savchuk.
The Foldy-Lax model is an asymptotic model used to compute the solution to the problem of scattering by small obstacles. While this subject had been fairly well-studied in the frequency-domain, its time- domain analysis is still in its infancy stage. In our previous work, we have suggested a construction of an asymptotic model as a Galerkin spatial semi-discretization of associated boundary integral formulations. The main idea is to choose the basis functions in a way that the convergence of the method is ensured not by increasing the cardinality of the Galerkin basis, but rather by decreasing the size of the obstacles. We have shown previously that the same choice of the Galerkin basis as for the sphere case cannot yield convergence for particles of arbitrary shape (in 3D). This was confirmed by our numerical experiments. Therefore, we suggested an alternative choice of the basis, inspired by existing works of Sini et al. Namely, now we choose basis functions as equilibrium densities. We have proven the second-order relative convergence, and tested the method numerically. Further asymptotic analysis has allowed us to improve the numerical performance of the method without sacrificing the convergence rates. We have summarized these results in a manuscript. Moreover, we were able to extend the asymptotic method to obtain a higher-order convergence.
Long-time error analysis for scattering by a small particle
Participants: Maryna Kachanovska, Adrian Savchuk.
In the frequency domain wave scattering problems,obstacle can be effectively replaced by point scatterers as soon as the wavelength of the incident wave exceeds significantly their diameter. The situation is less clear in the time domain where recent works suggest the presence of an additional temporal scale that quantifies the smallness of the obstacle. In this work we argue that this is not necessarily the case, and that it is possible to construct asymptotic models with an error that does not deteriorate in time, at least in the case of a sound-soft scattering problem by a star-shaped obstacle in 3D. Our proof uses ingredients from the scattering theory, spectral theory and Laplace countour deformaiton techniques.
A non-standard transmission problem between an infinite tree and exterior
Participant: Maryna Kachanovska.
In this theoretical contribution in collaboration with K. Naderi and K. Pankrashkin (University of Oldenburg), we have investigated a non-standard transmission problem between a fractal tree and a standard Eucledian exterior, using the formalism of trace operators we developed previously in our respective works (it seems that the original idea is due to B. Maury and co-workers). The originality here is the coupling between structures of Hausdorff dimension less than the dimension of the ambient space and the exterior domain (of the Hausdorff dimension of the ambient space). The key difficulty was the definition of the conormal trace, which we've done variationally. Once this was done we made use of the boundary integral equations apparatus to conclude about the well-posedness of such non-standard coupled problems.
8.6 Mathematical and numerical challenges in exotic media
Wave Propagation in Plasmas
Participants: Manaswinee Bezbaruah, Patrick Ciarlet, Maryna Kachanovska.
This work is a continuation of the research done during the PhD thesis of E. Peillon. Plasma heating is modelled by the Maxwell equations with variable coefficients, which, in the simplest 2D setting can be reduced to the 2D Helmholtz equation, where the coefficient the principal part of the operator changes its sign smoothly along an interface. Such problems are naturally well-posed in a certain weighted Sobolev space; however, the corresponding solutions cannot contribute to the plasma heating, due to their high regularity. Actually, it is possible to demonstrate that plasma heating is induced by singular solutions, which are square integrable but do not longer lie in this weighted Sobolev space.
Theoretical Aspects: Limiting Absorption Principle and Spectral Analysis
From the theoretical viewpoint, the explanation of the plasma heating phenomenon is based on the limiting absorption principle. During the PhD thesis of E. Peillon, we have also obtained a proof of this principle in the case of 2D vector Maxwell-like equations. Moreover, we have formulated the limiting problem satisfied by this solution, and have shown its well-posedness within the Fredholm framework.
Our contributions now are two-fold. First, we have submitted a manuscript summarizing some of our findings about the limiting absorption principle in 2D vector Maxwell equations on general domains (in collaboration with Etienne Peillon, former PhD student). Second, we initiated studies of the spectral properties of the new operator that appears as a result of the LAP, in collaboration with L. Boulton (Heriot-Watt University). This leads us to study the pseudo-spectrum of the operator, which, as we see, fills almost the whole lower half-plane.
Numerical Aspects: An Alternative Numerical Formulation
We have formulated an alternative mixed problem for the solution of Maxwell equations in plasmas, and are currently implementing it (this is a post-doc subject of Mansi Bezbaruah). We have finished the first step which was to implement a simplified problem.
Optimal control-based numerical method for problems with sign-changing coefficients
Participants: Patrick Ciarlet, Farah Chaaban, Mahran Rihani.
During the PhD of F. Chaaban, we have studied the scalar wave equation, with coefficients that are strictly positive in part of the domain, and strictly negative elsewhere. Using an optimal control approach to solve the model, we proved convergence of the numerical model in the supercritical case, that is when the contrast across a smooth interface between positive and negative values equals . The mathematical theory has been completed, and the numerical results confirm theory. We then addressed the same issues for the 2D Maxwell equations, using a formulation via Helmholtz-like decompositions. The analysis of the 3D Maxwell equations is under way.
Towards non-local interface models
Participants: Patrick Ciarlet, Maha Daoud.
this work is done in collaboration with Juan Pablo Borthagaray (DMEL, Universidad de la República, Montevideo, Uruguay). The long term goal is to better take into account interface transmission conditions between a classical material and a metamaterial. The purely local models have limitations, see e.g. the previous paragraph. On the other hand, nonlocal models allow to take transmission conditions in a more flexible manner but, on the downside, they are much more expensive to solve numerically. As a first step, we focused on the design of a global diffusion 2D/3D model that couples local and nonlocal models, with fixed-sign diffusivity: conclusive results have been obtained. Then, we studied some simplified 1D models with sign-changing coefficients: the results are promising, and extension to 2D models is under way.
Two-level domain decomposition preconditioner for the integral fractional Laplacian
Participants: Pierre Marchand.
The fractional Laplacian, and in particular its integral representation, shares several similarities with boundary integral equations. One key feature is its nonlocal nature, which leads to dense matrices after discretization, in contrast to classical partial differential equations that typically produce sparse matrices. As a result, solving finite element discretizations of the integral fractional Laplacian is computationally challenging ,and scalable preconditioners are crucial to enable efficient and parallel solution of large-scale problems.
We developed a new preconditioner based on domain decomposition methods for the integral fractional Laplacian, extending ideas originally developed for boundary integral equations using the GenEO coarse space. We provide rigorous bounds on the condition number of the preconditioned system, which guarantees robustness with respect to problem size and discretization parameters, and explains the observed scalability of the method.
Numerical experiments were carried out using Htool-DDM for assembling the preconditioner and PyNucleus for the discretization.
A complex-scaled boundary integral equation for the embedded eigenvalues and complex resonances of the Neumann-Poincaré operator on domains with corners
Participants: Luiz Faria.
This work is done in collaboration with Florian Monteghetti from the I2M at Aix Marseille University. The adjoint of the harmonic double-layer operator, also known as the Neumann-Poincaré (NP) operator, is a boundary integral operator whose real eigenvalues are associated with surface modes that find applications in e.g. photonics. On 2D domains with corners, the NP operator looses its compactness, as each corner induces a bounded interval of essential spectrum, and can exhibit both embedded eigenvalues and complex resonances. This work introduces a non-self-adjoint boundary integral operator whose discrete spectrum contains both embedded eigenvalues and complex resonances of the NP operator. This operator is obtained using a Green’s function that is complex-scaled at each corner of the boundary. Numerical experiments using a Nyström discretization on a graded mesh demonstrates the accuracy of the method and its advantage over a 2D finite element discretization implementing the same complex scaling technique.
Generalized normal modes of a metallic nanoparticle
Participants: Anne-Sophie Bonnet-Ben Dhia, Christophe Hazard.
In the context of a collaboration with Matias Ruiz (University of Leicester), we study the question of completeness for a non-standard spectral problem related to the more classical plasmonic eigenvalue problem. Suppose the frequency is given and fixed. Let us consider the time-harmonic electromagnetic scattering by a bounded metallic homogeneous particle of permittivity ε located in vacuum . The spectral problem we are interested in consists in finding the values of ε such that this problem is ill-posed, which means that there is an outgoing solution of the homogeneous equations (in absence of incident wave). The problem can be reformulated as looking for the spectrum of a volume integral operator supported in the particle. This operator is non-compact and non-selfadjoint. When the particle is smooth, it is known that its spectrum is purely discrete with two accumulation points which are -1 and -1/2. Our main result is a condition on the particle, for both the 2D and the 3D cases, such that the system of eigenvectors is complete in . Our proof combines variational and layer potentials techniques with the spectral theory of Schatten-class operators and recent results on the spectrum of the Neumann-Poincaré operator.
Wave propagation in unbounded hyperbolic media
Participants: Maryna Kachanovska, Dylan Machado.
We study wave propagation in cold plasma, in a regime when it is described by a hyperbolic (Klein-Gordon equation) in the frequency domain, where the role of the time is played by one of the coordinates. The problem possesses an additional difficulty: its coefficients are frequency-dependent. We have considered the problem in the closed waveguide with geometric perturbations and have proven that the Limiting Absorption Principle holds true for sufficiently large frequencies. The main ingredients of the proof are a certain positivity property of the Dirichlet-to-Neumann operator and the well-posedness of the wave equation in moving, non-cylindrical domains.
Mathematical analysis of metamaterials in time domain
Participants: Patrick Joly.
This topic is the subject of our collaboration with Maxence Cassier (Institut Fresnel). of the book series "Operator theory" of Springer (edited by Daniel Alpay, Fabrizio Colombo and Irene Sabadini). We have written two chapers entitled "An Operator Approach to the Analysis of Electromagnetic Wave Propagation in Dispersive Media. Part 1: Gereral Results" and "An Operator Approach to the Analysis of Electromagnetic Wave Propagation in Dispersive Media. Part 2: Transmission Problems" which both have been accepted for publication.
This material has been presented in a plenary talk at the Conference on Mathematics of Wave Phenomena in Karlsruhe (February 2025) and will be the subject on an invited conference at the workshop "The New Frontier of Herglotz-Nevanlinna Functions: Theory, Applications, and Open Problems" at BIRS, Banff, Canada in October 2026.
Dispersion and space-time modulation
Participants: Marie Touboul.
This is a collaboration with T. V. Raziman, Riccardo Sapienza and Richard Craster (Imperial College London). In the optical regime, it becomes crucial to take into account dispersion. The group of Riccardo Sapienza has developed some experiments to modulate the permittivity (described by a Lorentz model). Some work has been conducted to develop adequate models and analyse the occurrence of amplification in these time-modulated systems. The creation of surface plasmons by time modulation has also been investigated.
Topology for time-modulated materials
Participants: Marie Touboul.
In this project, we focus on the optical system called photonic time crystal (PTC), which is a temporal analogue of a photonic crystal. A photonic crystal is a dielectric material whose permittivity varies periodically in space. Thus, a dielectric material whose permittivity varies periodically (and generally speaking, also abruptly) in time received the name of photonic time crystal. In this system, electromagnetic waves typically experience time-refraction and time-reflection at each (abrupt) change of the permittivity. By the nature of a PTC, its repeated time-boundaries produce Floquet modes with a band structure in wavenumber (momentum). Unlike electronic systems, whose band gaps are in energy, the band gaps of a PTC are in wavenumber: there exist some certain -ranges where instead of propagating waves, the modes exhibit decaying or amplification in time.
The introduction and analysis of well-suited topological invariants for these materials is the subject of an ongoing collaboration with Frank Schindler, Pavez Ignacio and Sébastien Guenneau (Imperial College London). We so far showed that one can not only introduce a Zak phase for the real band but also for the imaginary band.
Controlling wave propagation by modulating in time the parameters of imperfect interfaces
Participants: Marie Touboul.
This is a joint work with Michaël Darch and Bruno Lombard (Laboratoire de Mécanique et d’Acoustique), Raphaël Assier (University of Manchester) and Sébastien Guenneau (Imperial College London). The idea is to replace volumetric modulation by imperfect interfaces whose properties depend on time. Experimentally, one could imagine a series of mechanical resonators whose mass and stiffness are modified. This interface is modelled by a jump condition for the velocity and for the stress, which involves interfaces parameters (inertia, compliance and dissipation of the interface) which depends on time.
Firstly, we studied numerically and theoretically the case of a single modulated interface. An energy balance is conducted, the generation of harmonics is studied through a harmonic balance analysis, and the particular case of reflectionless modulated interface is discussed. A time-domain numerical method is also developed and validated to simulate transient wave phenomena across such a modulated interface. Integration of the momentum equation and of the constitutive law is done by a fourth-order finite-difference ADER scheme. The time-varying jump conditions are discretized by the Explicit Simplified Interface Method (ESIM), requiring new developments of this method. This work has led to a publication in Comptes Rendus. Mécanique.
We then consider a periodic network of modulated interfaces. Each unit cell contains modulated interfaces which properties may differ from one another. This setting is studied through the lens of low-frequency homogenization. The effective model obtained is characterized by effective parameters which are constant in space but depend on time. If the modulations of the interface properties are periodic in time, such are the effective parameters, which therefore leads to the occurrence of gaps in wavenumber. This phenomenon is illustrated numerically together with the validity of the effective leading order model for low values of the source frequency and of the frequency of modulation. A second-order model is then derived to describe the dispersive effects which are missed by the leading-order one. However, even at the second order, the effective models obtained are reciprocal while non-reciprocity is observed numerically for a high-frequency of modulation and a periodic cell containing several interfaces whose modulations are not in phase. To overcome this limitation, we then introduce a fast time scale in the homogenization process. The effective model obtained then presents an effective Willis coupling term.
Theoretical Analysis of Wave Propagation in Time-Dependent Media
Participants: Patrick Joly, Marie Touboul.
Recent advances in the theory of metamaterials have drawn significant attention to wave propagation in media with time-dependent properties, as such materials offer the possibility to overcome certain fundamental limitations of purely spatial metamaterials. However, the fundamental theoretical study of wave equations with space- and time-dependent coefficients has received limited attention from the applied mathematics community.
This work contributes to this area by addressing fundamental questions such as the existence and uniqueness of solutions, the behavior of the associated energy, and the role of non-smooth coefficients, in particular through the analysis of scattering coefficients. Several theoretical results are established in this direction and are illustrated by time-domain numerical simulations.
Special attention is devoted to a one-dimensional transmission problem across a moving interface separating two homogeneous half-spaces. This setting leads to the distinction between subsonic, supersonic, and transsonic regimes, depending on the interface velocity relative to the wave speeds in the two media. In particular, the transsonic regime is associated with ill-posed problems, characterized by non-existence or non-uniqueness of solutions.
Finally, the regularization of the moving interface is addressed, together with an asymptotic analysis of the problem as the regularized velocity profile converges to a discontinuous function.
This work has led to the supervision of two master students.
8.7 Coupled phenomena for waves in fluids and solids
Hybrid approach to the numerical simulation of ultrasonic NDT experiments on layered structures
Participants: Marc Bonnet.
This work is done in collaboration with Eric Ducasse, Marc Deschamps, Romain Kubecki (I2M, University of Bordeaux).
We develop a numerical simulation approach for ultrasonic NDT experiments on layered structures that aims at incorporating models for flaws or other local features (sensors, stiffeners„,) into a semi-analytical computational framework for the unperturbed, ideal structure. The latter takes the form of the existing in-house code TraFiC developed at I2M by E. Ducasse and based on Laplace transform for the time variable and partial Fourier transforms along translation-independent or circumferential spatial coordinates; this code allows to model long-range wave propagation in undisturbed structures. The various flaws or features are then taken into account by using local finite element models and a domain decomposition iterative coupling approach. Regarding the latter, we established the convergence of DD iterations based on Robin boundary conditions on each (TraFiC or FE) subdomain having a shared interface. We formulated projection procedures allowing to convert expansions of fields on the coupling interface on the approximation bases pertaining to either medium, as a crucial ingredient of the overall coupling approach. Extensive numerical tests have been conducted on 2D sample configurations. This work is undertaken through the jointly-advised thesis of Romain Kubecki, whose doctoral grant is co-funded by DGA and CEA LIST.
Singular solutions of linear aeroacoustics in recirculating base flows
Participants: Patrick Joly, Jean-François Mercier.
This is the continuation of the PhD thesis of A. Bensalah (Airbus) with whom we pursue our collaboration. We recall that aeroacoustics concerns the propagation of sound in a fluid in stationnary flow (for classical acoustics, the flow is at rest). The PhD of A. Bensalah (defended in 2018) was devoted to the Goldstein model in the time harmonic regime, for both mathematical and numerical issues. We were able to prove that the model was well posed in a rather standard functional framework under the essential assumption that the base flow did not contain any closed streamline (plus additional assumption on the size of the vorticity of this flow). The case of recirculant flows, i.e. with closed streamlines, is much more delicate. During his thesis, A. Bensalah initiated the study of a simple model case : a 2D circular flow in an annulus. During the past three years, we have completed this work. We use the method of limiting absorption (where is the size of the absorption) and the main technical ingredients for the analysis are:
- reduce the problem to a countable family of ODE’s (separation of variables in polar coordinates)
- use Fröbenius method and Fuchs theory for passing to the limit . This approach leads to the apparition of singular solutions that can be fully described. These solutions are outside the functional framework used for the analysis of the non recirculating case.
The corresponding article has been already submitted and the referees have raised interesting questions that led us to introduce new developments and to modify the wording of the article. The new article is about to be submitted.
Time stepping methods for linear Friedrichs systems
Participants: Patrick Joly.
This is a work in collaboration with S. Imperiale (Medisim, Inria) and J. Rodríguez (University of Santiago ce Compostela).
The question we address is a prori very classical and academic : we want to study the stability of explicit numerical schemes for the time discretization of semi-discrete problems issued from the space discretization of first order hyperbolic Friedrichs systems (which include most of relevant linear wave propagation models in physics) with Discontinuous Galerkin Methods, using centered fluxes (which are slightly suboptimal in terms of accuracy but preserve the conservation of energy) or off-centered schemes (which restaure the optimal accuracy but introduce numerical dissipation). This type of method is of particular interest in the context of time domain aeroacoustics.
We have finalized the work initiated in 2023 based on energy techniques. In particular, we have quantified the CFL constants appearing in the stability conditions in terms of the mesh stepsize when discontinuous are used for the space discretization. The corresponding article is about to be submitted. A companion article devoted to the Von Veumann analysis is in preparation.
9 Bilateral contracts and grants with industry
9.1 Bilateral Contracts with Industry
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Contract and CIFRE PhD with SAFRAN on Fast boundary element method for lifetime assessment of cracked structures
Participants: Marc Bonnet, Luiz Faria.
Start: 04/2024. End: 2027. Administrator: CNRS.
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Contract and CIFRE PhD with CEA CESTA on Asymptotic Modelling of a random rough thin layer in the context of electromagnetic wave scattering
Participants: Pierre Boulogne, Sonia Fliss, Laure Giovangigli.
Start: 11/2024. End: 10/2027. Administrator: ENSTA.
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Contract and CIFRE PhD with Naval Group on flow noise prediction
Participants: Stéphanie Chaillat, Jean-Francois Mercier, Laure Pacaut.
Start: 02/2022. End: 01/2025. Administrator: CNRS
10 Partnerships and cooperations
10.1 International research visitors
10.1.1 Visits of international scientists
Other international visits to the team
Juan Pablo Borthagaray
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Status
Professor
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Institution of origin:
University of Montevideo
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Country:
Uruguay
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Dates:
12/05/25-23/05/25
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Context of the visit:
continuing collaboration with Patrick Ciarlet on the solution of interface problems with sign-changing coefficients.
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Mobility program/type of mobility:
research stay
Stefan Sauter
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Status
Professor
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Institution of origin:
University of Zürich
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Country:
Switzerland
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Dates:
16/06/25-27/06/25
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Context of the visit:
continuing collaboration with Patrick Ciarlet on the design and study of new families of finite elements of Crouzeix-Raviart type. Application to the Stokes model.
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Mobility program/type of mobility:
research stay
Victorita Dolean
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Status
Professor
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Institution of origin:
Eindhoven University of Technology
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Country:
Nederlands
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Dates:
Once a month or every two months
-
Context of the visit:
collaboration with Pierre Marchand and Axel Modave in the context of the PhD of Timothee Raynaud .
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Mobility program/type of mobility:
research stay
10.1.2 Visits to international teams
Research stays abroad
Patrick Ciarlet
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Visiting Institution:
Chinese University of Hong Kong
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Country:
Hong Kong, China
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Dates:
02/07/2025 - 11/07/2025
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Context of the visit:
collaboration with Eric Chung on Multiscale Methods for wave propagation in materials with sign-changing coefficients.
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Mobility program/type of mobility:
research stay
Marie Touboul
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Visiting Institution:
Imperial College London
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Country:
United Kingdom
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Dates:
03/11/2025 – 07/11/2025
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Context of the visit:
Collaboration with Richard Craster, Sébastien Guenneau and Frank Schindler
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Mobility program/type of mobility:
research stay
Maryna Kachanovska
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Visiting Institution:
Heriot-Watt Univeristy
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Country:
Scotland, United Kingdom
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Dates:
08/04/2025 – 10/04/2025
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Context of the visit:
Seminar talk and collaboration with Lehel Banjai and Lyonell Boulton
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Mobility program/type of mobility:
research stay
Marc Bonnet
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Visited institution:
Rutgers University
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Country:
USA
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Dates:
May 19 to May 29, 2025.
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Context of the visit:
research collaboration
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Mobility program/type of mobility:
research stay
10.2 European initiatives
10.2.1 Horizon Europe
ERC Synergy: PSINumScat
PSINumScat project on cordis.europa.eu
Participants: Pierre Marchand.
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Title:
Phase-space-inspired Numerical Methods for High Frequency Wave Scattering
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Duration:
From May 1, 2025 to 2031
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Partners:
- UNIVERSITY OF BATH, UK
- UNIVERSITY COLLEGE LONDON, UK
- CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS (CNRS), France
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Inria contact:
Pierre-Henri Tournier (Alpines)
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Coordinators:
Euan Spence (U. Bath), Jeffrey Galkowski (UCL), Pierre-Henri Tournier (Alpines)
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Summary:
Phase-space-inspired Numerical Methods for High Frequency Wave Scattering (PSINumScat) is an ERC Synergy funded project. Designing fast and reliable algorithms to numerically simulate the behaviour of high-frequency acoustic and electromagnetic waves is a longstanding open problem in computational mathematics. These waves underpin a plethora of communication and imaging technologies; therefore any progress towards solving this problem will have wide impact. By exploiting techniques from pure mathematics specifically designed to study high-frequency problems, PSINumScat aims to design, analyse, and implement in open-source software new methods for the numerical solution of high-frequency acoustic and electromagnetic wave scattering problems.
10.3 National initiatives
ANR
ANR JCJC project WavesDG
Participants: Axel Modave, Patrick Ciarlet.
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Title:
ANR JCJC project WavesDG (Wave-specific Discontinuous Galerkin Finite Element Methods for Time-Harmonic Problems)
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Partner Institution(s):
POEMS (CNRS, Inria, ENSTA Paris), Rapsodi (Inria), LAUM (U. Le Mans), U. Liège
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Duration:
Start: 10/2021. End: 12/2025.
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Coordinator:
Axel Modave (POEMS, CNRS)
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Administrator:
CNRS
ANR project DynImplant
Participants: Stéphanie Chaillat.
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Title:
Model-based ultrasound characterization of the bone-implant interface
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Partner Institution(s):
Laboratoire Analyse, Géométrie et Applications de l’université Paris 8, start-up Wave Implant (waveimplant.com) et le CHU de Nantes.
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Duration:
Start 10/2022. End: 11/2026.
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Coordinator:
Vu-Hieu Nguyen (MSME)
ANR project Reward
Participants: Laure Giovangigli.
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Title:
Reverse weak formulation for parameters identification
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Partner Institution(s):
Ecole Central de Lyon - ICJ et Institut Langevin
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Duration:
01/01/2022 - 31/12/2025
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Coordinator:
Laurent Seppecher (École Centrale de Lyon)
DGA / AID
Projet CIEDS NOLONDE
Participants: Luiz Maltez Faria, Maryna Kachanovska, Sonia Fliss, Anne-Sophie Bonnet-Ben Dhia.
-
Title:
Projet CIEDS NOLONDE (Méthodes efficaces pour la résolution des problèmes NOn LOcaux dans la propagation d'ONDEs)
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Partner Institution(s):
ENSTA Paris
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Duration:
Start: 10/2024. End: 09/2028.
-
Coordinators:
Maryna Kachanovska, Luiz Maltez Faria
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Administrator:
ENSTA Paris
Projet RAPID HyBOX
Participants: Cedric Baudet, Patrick Joly, Sonia Fliss, Maryna Kachanovska, Axel Modave, Pierre Marchand.
-
Title:
Projet RAPID HyBOX (Hybridization toolbox for complex materials and metamaterials)
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Partner Institution(s):
IMACS, ARIANEGROUP, ENSTA Paris
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Duration:
Start: 10/2020. End: end of 2025.
-
Administrator:
ENSTA Paris
Projet CIEDS ElectroMath
Participants: Farah Chaaban, Patrick Ciarlet, Axel Modave, Anne-Sophie Bonnet-Ben Dhia, Sonia Fliss, Pierre Marchand, Aurelien Parigaux.
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Title:
Projet CIEDS ElectroMath
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Partner Institution(s):
ENSTA Paris, Inria POEMS, Inria IDEFIX
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Duration:
01/10/2022 - 01/04/2026.
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Coordinators:
Patrick Ciarlet et Axel Modave
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Administrator:
ENSTA Paris
Action Exploratoire Inria
Action exploratoire OptiGPR3D
Participants: Pierre Marchand.
-
Title:
Action exploratoire OptiGPR3D (Modélisations directe et inverse optimales pour l'imagerie GPR 3D en milieu complexe)
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Partner Institution(s):
POEMS (CNRS, Inria, ENSTA Paris), IDEFIX (Inria, EDF)
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Duration:
Start: 05/2022.
-
Coordinators:
Marcella Bonazzoli (IDEFIX, Inria), Pierre Marchand (POEMS, Inria)
-
Administrator:
Inria
Action exploratoire QUI
Participants: Laure Giovangigli.
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Title:
Action exploratoire QUI (Quantitative Ultrasound Imaging)
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Partner Institution(s):
POEMS(CNRS, Inria, ENSTA Paris), ALPINES (Inria)
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Duration:
Start: 09/2025.
-
Coordinators:
Laure Giovangigli (POEMS), Emile Parolin (ALPINES)
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Administrator:
Inria
11 Dissemination
11.1 Promoting scientific activities
11.1.1 Scientific events: organisation
- POEMS organizes, under the responsability of M. Kachanovska, a monthly seminar. One occurrence each semester is co-organized with two other inria teams, IDEFIX and M3DISIM.
General chair, scientific chair
- A.-S. Bonnet-Ben Dhia was a member of the Scientific Committee of the workshop Wave propagation in guiding structures (CIRM, October 2025).
- M. Bonnet was a member of the scientific committee of the 7eme Congrès Tunisien de Mécanique (COTUME’2025, Mahdia, May 2025).
- L. Bourgeois was a member of the scientific committee of the PICOF 2025 conference (Hammamet, Tunisia, October 2025).
- S. Fliss was a member of the scientific committee of the Conference on Mathematics of Wave Phenomena 2025 (KIT Karlsruhe. 2025)
Member of the organizing committees
- M. Touboul is a co-organiser of the MetaMAT weekly webinars (Imperial College, https://cassyni.com/s/meta-mat)
- M. Kachanovska, A. Modave and S. Chaillat participated to the organization of the "Workshop on numerical analysis and scientific computing for electromagnetics" (IHP, June 2025, https://ciarletjr2025.sciencesconf.org/) on the occasion of the 60th birthday of P. Ciarlet.
- S. Chaillat is a co-animator of the topic “Modeling and simulation” of the GDR Ondes (gdr-ondes.cnrs.fr).
- Laure Giovangigli was a co-organiser of the workshop "WICOM: Waves in Complex media" which took place at Institut Henri Poincaré between June 10th and 13th (https://wicom.sciencesconf.org/?lang=en).
- P. Joly and M. Kachanovska (jointly with Z.Moitier, EPI Idefix) have organized a minisymposium entitled "Recent Progress in higher order numerical integration" (ICOSAHOM 2025 Conference, Montreal, July 2025).
- S. Fliss and Patrick Joly (jointly with Z.Moitier, EPI Idefix and Toufic Abboud, IMACS) have organized a 2-day workshop on the occasion of the end of the HYBOX project funded by a RAPID grant. The workshop focused on key topics from the project that could lead to future collaborations with IMACS, including multiscale numerical methods, asymptotic methods, metamaterials, domain decomposition methods, and FEM-BEM coupling.
11.1.2 Journal
Member of the editorial boards
- A. S. Bonnet-Ben Dhia is a member of the editorial board of the SIAM journal of applied mathematics.
- M. Bonnet is a member of the editorial boards of Computational Mechanics (Comput. Mech.), Engineering Analysis with Boundary Elements (EABE), J. Optimization Theory and Applications (JOTA), and Inverse Problems.
- L. Bourgeois is a member in the editorial board of IMA Journal of Applied Mathematics.
- P. Ciarlet is a member in the editorial board of ESAIM:M2AN (Mathematical Modeling and Numerical Analysis).
- S. Chaillat is a member in the editorial boards of Advances in Computational Mathematics (ACOM) and The Journal of Theoretical, Computational and Applied Mechanics (JTCAM).
- S. Fliss is a member of the editorial board of SIAM Multiscale Modelling and Simulation journal (MMS).
- P. Joly is a member of the editorial board of Results in Applied Mathematics and of the Book series “Scientific Computing” of Springer.
11.1.3 Invited talks
Plenary talks at conferences
- M. Bonnet: "Computational framework for some shape and slip optimization problems in Stokes flows", plenary talk at PICOF 2025 (Hammamet, Tunisia, October 2025).
- S. Chaillat: "Fast Boundary Element Methods Beyond Homogeneous Media: Towards Realistic Wave Propagation Modeling" (29th International Conference on Domain Decomposition Methods, Milano, June 2025)
- S. Chaillat: "Fast Boundary Element Methods and Numerical Couplings: Towards Complex Industrial Applications" (semi-plenary talk at Congrès Français de Mécanique, Metz, Août 2025)
- P. Ciarlet: "Solving problems with sign-changing coefficients: T-coercivity and beyond", plenary talk at the Third HKSIAM Biennial Conference (Hong Kong, China).
- P. Joly: "Mathematical models and results for time domain electromagnetic wave propagation in dispersive media" (Conference on Mathematics of Wave phenomena, Karlsruhe, February 2025) Titre : Mathematical models and results for time domain electromagnetic wave propagation in dispersive media
Other invited talks
- A.-S. Bonnet-Ben Dhia: "An introduction to electromagnetic waveguides-Part II" (workshop "Wave propagation in guiding structures", CIRM, October 2025).
- A.-S. Bonnet-Ben Dhia: "Trapped modes in electromagnetic waveguides" (with L. Chesnel and S. Fliss, conference "Spectral Theory and Differential Operators", Graz, September 2025)
- A.-S. Bonnet-Ben Dhia: "Spectre et pseudospectre de fréquences sans réflexion" (Journées EDP de Metz, April 2025)
- S. Chaillat was invited to the Mittag-Leffler Institute program on Interfaces and Unfitted Discretization Methods (September–December 2025, Stockholm) and gave a seminar during Workshop 2: Solvers and Preconditioners.
- S Fliss : "Wave proprgation in quasi-periodic media", invited talk at the workshop "Waves in complex media" at IHP, Paris, March 2025
- S.Fliss: "The Halfspace Matching Method to solve scattering problems in junctions of open waveguides", invited talk at PoWER2025: Propagation of Waves, European Researchers, Vienna July 2025
- S. Fliss : "Edge states in honeycomb structures: rational case", invited talk at the workshop "SpecDiMa" at Bordeaux September 2025
- L. Giovangigli: "Wave propagation in random multi-scale media and quantitative ultrasound imaging" (keynote speaker at JOSO 2025, from March 18 to 25, 2025)
- C. Hazard: "Peut-on confiner des ondes en milieu ouvert?" (Journées EDP de Metz, April 2025)
- P. Joly : "An introduction to electromagnetic waveguides-Part I" (workshop "Wave propagation in guiding structures", CIRM, October 2025).
- P. Joly: "On numerical methods via quadrature for computing integrals of fractal sets" (12th Workshop on Numerical Methods for Evolution Equations, Heraklion, September 2025)
11.1.4 Scientific expertise
- M. Kachanovska acted as project reviewer for the Swiss National Science Foundation.
11.1.5 Research administration
- L. Bourgeois is ENSTA's point of contact for scientific integrity.
- E. Bécache is a deputy chair of the Doctoral School EDMH (École Doctorale Mathématiques Hadamard).
- M. Bonnet is since 2019 an appointed member of the COMEVAL, a committee of the Ministry of Ecological and Inclusive Transition (MEIT) similar to a CNRS National Committee section and tasked with the competitive recruitment and career overseeing of the cadre of junior and senior scientists managed by the MEIT. He joined the steering committee of COMEVAL in September 2023.
- A.-S. Bonnet-Ben Dhia is a member of the Scientific Council of CNRS since October 2023.
- S. Chaillat is a member of the board of directors of IP Paris (Institut Polytechnique de Paris).
- S. Chaillat is the vice president of the (national) Computational Structural Mechanics Association (CSMA)
- P. Ciarlet is a member of the scientific council of the Monalisa federative research project at ONERA (2023-25).
- S. Fliss is deputy-chair of the Applied Mathematics Department (UMA) at ENSTA Paris.
- S. Fliss is a member of the scientific committee of the FMJH (Fondation Mathématique Jacques Hadamard).
- M. Kachanovska is a member of the Inria evaluation commission, since September 2025.
- J.-F. Mercier is member of the Academic Council of IP Paris (Institut Polytechnique de Paris).
- J.-F. Mercier is one of the pilots of Axis 1 "Maritime engineering for sustainable ships" of the CIMO (Interdisciplinary Centre for Sea and Ocean)
- A. Modave is assistant director (research support and unit affairs) of the Applied Mathematics Unit of ENSTA, a member of the research council of ENSTA, and a member of the scientific committee of the mesocenter of IP Paris (Institut Polytechnique de Paris).
- P. Marchand is, since September 2023, a member of the Inria Scientific Committee for PhD and Postdoctoral Positions.
- Luiz M. Faria is, since 2025, the Inria Saclay scientific representant for the IES comission.
- Luiz M. Faria is, since 2023, a member of the Commission de Développement Technologique (CDT) of Inria Saclay.
- Luiz M. Faria is, since 2025, a member of the selection committe for the FMJH thematic postdoctoral fellowship.
11.2 Teaching - Supervision - Juries - Educational and pedagogical outreach
11.2.1 Administration
Permanent members of POEMS are involved in the management of the engineering program at ENSTA Paris and the master program in applied mathematics at IP Paris and Université Paris-Saclay.
- L. Bourgeois: coordinator of the 2nd year Maths Program at ENSTA; co-head of the M1 Applied Mathematics common to IP Paris and Université Paris-Saclay;
- X. Claeys: coordinator of the 3nd year ENSTA programs on modelling and simulation; co-head of the M2 AMS (Analyse, Modélisation et Simulation) common to IP Paris and Université Paris-Saclay;
- S. Fliss: president of the PhD track of Mathematics of IP Paris;
- L. Giovangigli: coordinator of the 3nd year ENSTA programs on finance and mathematics for life sciences;
- E. Lunéville: coordinator of the apprenticeship training at ENSTA.
11.2.2 Courses taught
All permanent members of POEMS, as well as most PhD students and post-docs, are involved in teaching activities. A large fraction of these activities is included in the curriculum of the engineering school ENSTA Paris that hosts POEMS team. The 3rd year of this curriculum is coupled with various research masters, in particular the master Analysis, Modelization and Simulation (denoted below M2 AMS) common to Institut Polytechnique de Paris and Université Paris-Saclay.
Teaching activities of the permanent members of POEMS
- Eliane Bécache
- Introduction à la discrétisation des équations aux dérivées partielles, ENSTA (1st year)
- Analyse et approximation par éléments finis d'EDP, ENSTA (2nd year) and Master Applied Math (M1)
- Equations intégrales de frontière, ENSTA (3rd year) and Master AMS (M2)
- Anne-Sophie Bonnet-Ben Dhia
- Fonctions de variable complexe, ENSTA (1st year)
- Théorie spectrale des opérateurs autoadjoints, ENSTA (2nd year) and Master Applied Math (M1)
- Méthodes variationnelles pour l'analyse et la résolution de problèmes non coercifs, ENSTA (3rd year) and Master AMS (M2)
- Problèmes de diffraction en domaines non bornés, ENSTA (3rd year) and Master AMS (M2)
- Laurent Bourgeois
- Outils élémentaires pour l'analyse des équations aux dérivées partielles, ENSTA (1st year)
- Fonctions de variable complexe, ENSTA (1st year)
- Problèmes inverses pour des systèmes gouvernés par des EDPs, ENSTA (3rd year) and Master AMS (M2)
- Stéphanie Chaillat
- Méthodes rapides pour les équations intégrales de frontière, ENSTA (3rd year) and Master AMS (M2)
- Colin Chambeyron
- Outils mathématiques, Licence (L1), Paris-Dauphine University
- Analyse - Optimisation, Licence (L1), Paris-Dauphine University
- Patrick Ciarlet
- Méthodes variationnelles pour l'analyse et la résolution de problèmes non coercifs, ENSTA (3rd year) and Master AMS (M2)
- Modèles mathématiques et leur discrétisation en électromagnétisme, ENSTA (3rd year) and Master AMS (M2)
- Xavier Claeys
- La méthode des éléments finis, ENSTA (2nd year) and Master Applied Math (M1)
- Programmation scientifique en C++, ENSTA (2nd year) and Master Applied Math (M1)
- Projet de simulation numérique, ENSTA (2nd year) and Master Applied Math (M1)
- Analyse fonctionnelle, ENSTA (2nd year) and Master Applied Math (M1)
- Luiz Faria
- Programmation scientifique en C++, ENSTA (2nd year) and Master Applied Math (M1)
- Projet de simulation numérique, ENSTA (2nd year) and Master Applied Math (M1)
- Méthodes numériques matricielles avancées: analyse et expérimentation, ENSTA (2nd year) and Master Applied Math (M1)
- Sonia Fliss
- La méthode des éléments finis, ENSTA (2nd year) and Master Applied Math (M1)
- Analyse fonctionnelle, ENSTA (2nd year) and Master Applied Math (M1)
- Introduction à la discrétisation des équations aux dérivées partielles, ENSTA (1st year)
- Homogénéisation périodique, ENSTA (3rd year), ENSTA (3rd year) and Master AMS (M2)
- Laure Giovangigli
- Martingales et algorithmes stochastiques, ENSTA (2nd year)
- Calcul stochastique, ENSTA (3rd year) and Master MMMEF (M2)
- Introduction à l’imagerie médicale, ENSTA (3rd year) and Master AMS and MSV (M2)
- Homogénéisation stochastique, ENSTA (3rd year) and Master AMS and MSV (M2)
- Christophe Hazard
- Outils élémentaires d'analyse pour les équations aux dérivées partielles, ENSTA (1st year)
- Théorie spectrale des opérateurs autoadjoints, ENSTA (2nd year) and Master Applied Math (M1)
- Maryna Kachanovska
- Equations intégrales de frontière, ENSTA (3rd year) and Master AMS (M2)
- Nicolas Kielbasiewicz
- Programmation scientifique en C++, ENSTA (2nd year) and Master Applied Math (M1)
- Projet de simulation numérique, ENSTA (2nd year) and Master Applied Math (M1)
- Calcul scientifique parallèle, ENSTA (3rd year) and Master AMS (M2)
- Eric Lunéville
- Introduction au calcul scientifique, ENSTA (2nd year).
- Programmation scientifique en C++, ENSTA (2nd year) and Master Applied Math (M1)
- Projet de simulation numérique, ENSTA (2nd year) and Master Applied Math (M1)
- Problèmes de diffraction en domaines non bornés, ENSTA (3rd year) and Master AMS (M2)
- Pierre Marchand
- Introduction à MATLAB, ENSTA (1st year)
- Fonctions de variable complexe, ENSTA (1st year)
- Cours accéléré de programmation, Master AMS (M2)
- Jean-François Mercier
- Outils élémentaires d'analyse pour les équations aux dérivées partielles, ENSTA (1st year)
- Fonctions de variable complexe, ENSTA (1st year)
- Théorie spectrale des opérateurs autoadjoints, ENSTA (2nd year) and Master Applied Math (M1)
- Axel Modave
- Optimisation quadratique, ENSTA (1st year)
- Initiation au calcul haute performance, ENSTA (2rd year) and Master Applied Math (M1)
- Calcul scientifique parallèle, ENSTA (3rd year) and Master AMS (M2)
- Marie Touboul
- Outils élémentaires d'analyse pour les équations aux dérivées partielles, ENSTA (1st year)
- Projet de simulation numérique, ENSTA (2nd year) and Master Applied Math (M1)
11.2.3 Supervision
- PhD : Farah Chaaban, "Unconditionally stable numerical methods for solving transmission problems with sign-changing coefficients", defended in December 2025, P. Ciarlet and M. Rihani
- PhD : Dongchen He, "Boundary integral methods for Stokes flows with deformable implicit surfaces", defended in October 2025, L. Faria
- PhD: Roxane Delville-Atchekzai, "Parallelization of the numerical treatment of cross-points in domain decomposition for waves", defended in June 2025, Xavier Claeys and Matthieu Lecouvez
- PhD : Louise Pacaut, "Development of an accelerated numerical BEM/BEM method to determine the Green function of a fluid-structure problem.", defended in January 2025, S. Chaillat and J. F. Mercier
- PhD : Aurélien Parigaux, "Construction of transparent boundary conditions for electromagnetic waveguides", defended in December 2025, A.-S. Bonnet-Ben Dhia and L. Chesnel
- PhD : Simone Pescuma, "Novel Discontinuous Finite Elements Methods for Time-Harmonic Wave Propagation", defended in November 2025, G. Gabard and A. Modave
- PhD: Arthur Saunier, "Préconditionnement par matrices hiérarchiques pour des problèmes à convection dominante", defended in December 2025, Xavier Claeys, Ani Anciaux, Leo Agelas and Ibtihel Ben Garbia
- PhD in progress : Sarah Al Humaikani « Wave propagation in junction of open waveguides", started October 2023, A.-S. Bonnet-Ben Dhia et S. Fliss
- PhD in progress : Louis AUFFRET, «Advanced Fast BEM solver to model long period seismic waves on realistic configurations», started November 2025, S. Chaillat, J.F. Semblat
- PhD in progress : Cédric Baudet, "Modelisation of partial coatings in electromagnetism", started October 2022, S. Fliss and P. Joly
- PhD in progress : Antonin Boisneault, « Numerical methods and high performance simulation for 3D imaging in complex media », started October 2023, Marcella Bonazzoli, Xavier Claeys and Pierre Marchand
- PhD in progress : Pierre Boulogne « Asymptotic Modelling of a random rough thin layer in the context of electromagnetic wave scattering », started November 2024, S. Fliss and L. Giovangigli
- PhD in progress : Yahya BOYE, «Fast Boundary Element Method for Finite-Geometry Problems in Contact Mechanics », started October 2024, S. Chaillat, V. Yastrebov
- PhD in progress : Mario Gervais, "A posteriori estimators of a nonconforming domain decomposition method", started October 2022, P. Ciarlet and F. Madiot
- PhD in progress: Paul Kaassis, “Modélisation mécanique des tissus biologiques par homogénéisation stochastique pour l'imagerie médicale”, started December 2025, L. Giovangigli, L. Seppecher and G. Vial
- PhD in progress: Romain Kubecki, "Development of hybrid numerical methods for the scattering of ultrasonic waves by obstacles on layered structures, and application to nondestructive testing", started March 2023, M. Bonnet
- PhD in progress : Dylan Machado, 'Wave propagation in unbounded hyperbolic media', started October 2024, M. Kachanovska
- PhD in progress: Edouard Meddouri-Bernard, “Modèles homogénéisés enrichis en présence de bords ou d’interface: cas périodique, quasi-périodique et au delà.”, started October 2025, S. Fliss and L. Giovangigli
- PhD in progress: Yacine Mohammedi, "Discrete adjoint method applied to the Ffowcs-Williams Hawkings integral equation for aeroacoustic shape optimization", started October 2023, M. Bonnet
- PhD in progress : Adrian Savchuk, "Asymptotic modelling of time-domain electromagnetic scattering by small particles", started October 2022, M. Kachanovska and E. Bécache
- PhD in progress: Sofia Suárez, "Problèmes inverses pour des ultrasons en milieux multi-échelles, application à l’imagerie médicale”, started October 2025, J. Garnier, L. Giovangigli and P. Millien
- PhD in progress : Adrien Vet, "Fast boundary element method for simulating 3D cracked structures. Implementation and coupling with the finite element method", started March 2024, M. Bonnet, L. Faria and R. de Moura Pinho
- PhD in progress : Timothée Raynaud, « Analysis and acceleration of Krylov iterative methods for the numerical solution of time-harmonic wave problems », started October 2023, Victorita Dolean, Pierre Marchand and Axel Modave
- PhD in progress: Arthur Saunier, "Hierarchical preconditioners applied to advection-diffusion problems", started October 2022, Xavier Claeys, Ani Anciaux, Léo Agelas and Ibtihel Ben Gharbia
- PhD in progress : Raphaël Terrine, "Identification of bottom deformations of the ocean from surface measurements", started October 2023, L. Bourgeois and M. Moireau
- PostDoc : Manaswinee Bezbaruah : "Numerical study of hybrid resonances in cold plasma", started July 2025, P. Ciarlet, M. Kachanovska
- PostDoc : Ahmed Chabib : "GPU-accelerated HDG finite element solver for time-harmonic propagation problems", started September 2024, until September 2025, C. Geuzaine and A. Modave
- PostDoc : Maha Daoud : "Theoretical and numerical study of a nonlocal model with a discontinuous coefficient", started September 2024, until August 2025, P. Ciarlet
- PostDoc : Ari Rappaport : "HDG finite element method and DDM for time-harmonic electromagnetism in complex media", started April 2024, M. Bonazzoli, T. Chaumont-Frelet, P. Ciarlet, A. Modave
12 Scientific production
12.1 Publications of the year
International journals
International peer-reviewed conferences
National peer-reviewed Conferences
Scientific books
Scientific book chapters
Reports & preprints
Other scientific publications