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ANGUS - 2025

2025Activity reportProject-Team​​​‌ANGUS

RNSR: 202524646K
  • Research‌ center Inria Centre at‌​‌ Université Côte d'Azur
  • In​​ partnership with:Université de​​​‌ Montpellier
  • Team name: Adaptive‌ modelling and numerical simulations‌​‌ for governing equations with​​ underlying structures
  • In collaboration​​​‌ with:Institut Montpelliérain Alexander‌ Grothendieck (IMAG)

Creation of‌​‌ the Project-Team: 2025 January​​ 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​​​‌

  • A6.1.1. Continuous Modeling (PDE,‌ ODE)
  • A6.1.4. Multiscale modeling‌​‌
  • A6.1.5. Multiphysics modeling
  • A6.2.1.​​ Numerical analysis of PDE​​​‌ and ODE
  • A6.2.6. Optimization‌
  • A6.5.1. Solid mechanics
  • A6.5.2.‌​‌ Fluid mechanics
  • A6.5.3. Transport​​
  • A6.5.4. Waves

Other Research​​​‌ Topics and Application Domains‌

  • B1.1.8. Mathematical biology
  • B3.3.1.‌​‌ Earth and subsoil
  • B3.3.2.​​​‌ Water: sea & ocean,​ lake & river
  • B3.4.1.​‌ Natural risks
  • B3.4.2. Industrial​​ risks and waste
  • B4.2.1.​​​‌ Fission
  • B5.2.4. Aerospace

1​ Team members, visitors, external​‌ collaborators

Research Scientist

  • Nicolas​​ Seguin [Team leader​​​‌, INRIA, Senior​ Researcher]

Faculty Members​‌

  • Matthieu Hillairet [UNIV​​ MONTPELLIER, Professor]​​​‌
  • Helene Mathis [UNIV​ MONTPELLIER, Professor]​‌
  • François Vilar [UNIV​​ MONTPELLIER, Associate Professor​​​‌]

Post-Doctoral Fellow

  • Fabien​ Lespagnol [UNIV MONTPELLIER​‌, Post-Doctoral Fellow]​​

PhD Students

  • Pierrick Le​​​‌ Vourc'H [UNIV MONTPELLIER​]
  • Christina Mahmoud [​‌UNIV MONTPELLIER]
  • Nicolas​​ Roblet [UNIV MONTPELLIER​​​‌]
  • Giscard Wouadji [​UNIV MONTPELLIER]

Interns​‌ and Apprentices

  • Raphael Bigey​​ [INRIA, Intern​​​‌, from Jun 2025​ until Jul 2025]​‌
  • Ronan Choquert [INRIA​​, Intern, from​​​‌ Jun 2025 until Jul​ 2025]

Administrative Assistant​‌

  • Sandrine Boute [INRIA​​]

2 Overall objectives​​​‌

The objectives of Angus​ focus on modeling and​‌ simulation of complex fluid​​ flows. The aim​​​‌ is to introduce the​ most advanced mathematical techniques​‌ in this field, both​​ for the construction and​​​‌ analysis of original physical​ models, and for their​‌ approximation by innovative numerical​​ methods. Direct applications are​​​‌ related to nuclear energy,​ through collaborations with colleagues​‌ at CEA and EDF,​​ as well as fast​​​‌ fluid dynamics issues. Other​ applications should be impacted​‌ too by our works,​​ such as solid mechanics,​​​‌ biology, and porous media​ flows.

Our work addresses​‌ two major axes. The​​ first concerns the mathematical​​​‌ modeling of multiphase flows​, such as the​‌ atomization of liquids in​​ gases inside cryogenic injectors​​​‌ of rocket engines, or​ liquid water behavior at​‌ high temperature and pressure​​ conditions in pressurized water​​​‌ reactors. These flows exhibit​ different types of mixtures​‌ ranging from clearly separated​​ phases to dispersed droplets,​​​‌ requiring nonlinear systems of​ partial differential equations with​‌ appropriate constitutive laws to​​ describe the thermodynamic behavior​​​‌ of the phases. Multiphase​ models are by nature​‌ multiscale, since scales and​​ structure of droplets strongly​​​‌ depend on the flow​ and interfacial coupling relations.​‌ The physical effects to​​ include remain debated, with​​​‌ no consensus model available,​ see for instance 30​‌, 19, 26​​.

Our approach is​​​‌ comprehensive, returning to the​ fundamentals of constructing these​‌ models based on mathematically​​ sound reasoning. We work​​​‌ in three interconnected areas:​ the construction and analysis​‌ of mesoscale models where​​ phases are continuous and​​​‌ well separated; multiscale modeling​ and asymptotic derivation to​‌ transition from separated phases​​ to averaged mixing descriptions;​​​‌ and mathematical re-examination of​ existing multiphase models from​‌ the perspective of well-posedness,​​ stability, and possible relationships​​​‌ between models. We emphasize​ the importance of underlying​‌ structures generally associated with​​ fundamental physical characteristics, such​​​‌ as entropy, dissipation of​ stabilizing terms, and the​‌ principle of stationary action.​​ This approach yields models​​​‌ with better mathematical and​ physical properties.

The second​‌ major axis addresses the​​ numerical approximation of multiphase​​​‌ models. Numerical methods​ must provide accurate approximations​‌ at reasonable computational cost​​ while preserving discrete versions​​ of stability properties such​​​‌ as maximum principles, positivity‌ of densities and temperatures,‌​‌ and underlying structures. Furthermore,​​ they must remain stable​​​‌ and accurate with respect‌ to strong variations of‌​‌ physical parameters. We favor​​ high-order approximations using discontinuous​​​‌ Galerkin methods, which have‌ proven compatible with stability‌​‌ requirements and invariance under​​ parameter variations. The presence​​​‌ of interfaces in our‌ models presents particular challenges,‌​‌ especially for mesoscale models​​ requiring sharp reconstructions to​​​‌ avoid artificial mixing of‌ separated phases. To address‌​‌ this, we employ the​​ arbitrary-Lagrange-Euler framework, though its​​​‌ appropriate implementation in several‌ space dimensions with high-order‌​‌ methods remains a significant​​ challenge.

3 Research program​​​‌

3.1 Mathematical Modeling of‌ Multiphase Flows

To illustrate‌​‌ the diversity and complexity​​ of multiphase flows, consider​​​‌ the atomization process shown‌ in Figure 1.‌​‌

Figure 1

The image depicts a​​ schematic of a two-phase​​​‌ flow system. On the‌ left, separated phases of‌​‌ liquid oxygen (O2) and​​ hydrogen gas (H2) are​​​‌ shown entering a nozzle.‌ As they pass through‌​‌ the nozzle, the phases​​ mix and form a​​​‌ mixed zone where liquid‌ droplets are dispersed in‌​‌ the gas. Further downstream,​​ the mixture transitions into​​​‌ a disperse phase where‌ the droplets are more‌​‌ uniformly distributed in the​​ gas. Three magnified views​​​‌ with a grid referring‌ to the scale of‌​‌ the observer illustrate the​​ transition from separated phases​​​‌ to a mixed zone‌ and finally to a‌​‌ disperse phase.

Figure 1​​: Jet atomization in​​​‌ cryogenic injectors of rocket‌ engines (credits: 18).‌​‌ According to the distance​​ with the injector, different​​​‌ two-phase flow configurations appear:‌ separated phases, mixed zone‌​‌ and disperse phase.

In​​ cryogenic rocket injectors, a​​​‌ liquid jet atomizes into‌ a surrounding gas, creating‌​‌ distinct flow regimes within​​ different zones: clearly separated​​​‌ phases with sharp interfaces,‌ mixed transition zones, and‌​‌ fully dispersed droplets. Another​​ critical application involves the​​​‌ primary circuit of pressurized‌ water reactors, where liquid‌​‌ water operates at high​​ temperature and pressure. During​​​‌ a loss-of-coolant accident,‌ rapid depressurization triggers partial‌​‌ vaporization, requiring careful modeling​​ of thermodynamic phase transitions​​​‌ alongside hydrodynamic coupling.

Given‌ the complexity and lack‌​‌ of consensus models for​​ such phenomena, our work​​​‌ is organized into three‌ complementary areas:

  1. Construction and‌​‌ analysis of mesoscale models.​​ The phases are assumed​​​‌ to be continuous and‌ well separated from each‌​‌ other. We analyze the​​ relevance of the different​​​‌ modeling choices and the‌ properties of the solutions‌​‌ according to specific interfacial​​ conditions and the assumptions​​​‌ on the phases (presence‌ of viscosity, compressibility, geometry‌​‌ of inclusions...). See 24​​ for instance.
  2. Multiscale modeling​​​‌ and asymptotic derivation. This‌ topic concerns the transition‌​‌ from a description of​​ well separated continuous phases​​​‌ to an averaged description‌ where the interfaces are‌​‌ no longer precisely localized.​​ This results in averaged​​​‌ mixing multiphase models, obtained‌ by different limit transitions‌​‌ in the physical parameters​​ of the mesoscale models:​​​‌ droplet size and number,‌ viscosity, etc. See for‌​‌ instance the pioneer works​​ 14 and 13,​​​‌ and later 12 and‌ 25.
  3. Mathematical re-examination‌​‌ of existing multiphase models.​​​‌ We study the averaged​ physical models found in​‌ the literature from a​​ mathematical perspective. In particular,​​​‌ we examine their well-posedness,​ the stability of their​‌ solutions, and the possible​​ relationships between them. We​​​‌ may also propose corrections​ to these models based​‌ on these perspectives.

Beyond​​ developing new mathematical tools​​​‌ for multiphase models, we​ emphasize the identification and​‌ exploitation of underlying structures​​ inherent to physical models.​​​‌ These structures include the​ existence of entropy, dissipation​‌ of various stabilizing terms​​ (viscosity, damping, friction, etc.),​​​‌ and the principle of​ stationary action. Our experience​‌ demonstrates that leveraging these​​ fundamental properties yields models​​​‌ with superior mathematical and​ physical characteristics. Illustrative examples​‌ of this approach include​​ 10, 23,​​​‌ 22, 27 and​ 20, 17.​‌

3.2 Numerical Approximation of​​ Multiphase Models

Developing numerical​​​‌ methods for the models​ described above requires addressing​‌ specific challenges beyond standard​​ concerns. The methods must​​​‌ satisfy three key requirements:​

  • providing accurate approximations at​‌ a reasonable computational cost,​​
  • preserving discrete versions of​​​‌ stability properties (maximum principle,​ positivity of densities and​‌ temperatures) and the underlying​​ structures identified in our​​​‌ models,
  • maintaining stability and​ accuracy across strong variations​‌ of physical parameters.

While​​ the first two requirements​​​‌ are standard in the​ numerical analysis of partial​‌ differential equations, they prove​​ particularly challenging in our​​​‌ nonlinear contexts 16.​ The third requirement directly​‌ connects to our multiscale​​ modeling efforts (item 2​​​‌), as it enables​ discrete-level reproduction of the​‌ asymptotic derivations linking different​​ model descriptions.

To achieve​​​‌ high accuracy, we employ​ discontinuous Galerkin methods,​‌ which have demonstrated compatibility​​ with both stability requirements​​​‌ and parameter-variation invariance 34​, 31. The​‌ interfacial nature of our​​ models presents an additional​​​‌ challenge: mesoscale models require​ sharp interface reconstruction to​‌ prevent artificial phase mixing.​​ We address this through​​​‌ the arbitrary-Lagrange-Euler framework, though​ extending this approach to​‌ multiple space dimensions while​​ maintaining high-order accuracy remains​​​‌ an open and significant​ challenge.

In this project,​‌ we aim at studying​​ complex phenomena in Continuum​​​‌ Mechanics. Even if the​ following presentation is more​‌ focused on multiphase flows,​​ other problems with similar​​​‌ constraints and difficulties may​ be studied.

4 Application​‌ domains

Our approach is​​ comprehensive from a mathematical​​​‌ point of view. The​ structures of the models​‌ we are interested in​​ are widespread enough to​​​‌ appear in a wide​ variety of fields of​‌ application. Nevertheless, the non-linear​​ aspects that concern us​​​‌ mean that the applications​ often correspond to extreme​‌ situations.

The applications we​​ have in mind, particularly​​​‌ through our collaborations with​ colleagues from other sciences​‌ or our industrial partners,​​ are as follows.

  • Nuclear​​​‌ energy: accidental situations in​ pressurized water reactors, such​‌ as the loss-of-coolant-accident, with​​ strong pressure drop in​​​‌ the primary circuit.
  • Aerospace:​ multiphase flow in injectors​‌ (before combustion), hypersonic flows​​ in the upper atmosphere...​​​‌
  • Rapid phase transition in​ compressible fluids of materials,​‌ for instance in case​​ of high-speed impacts.

5​​​‌ Highlights of the year​

The ANGUS team was​‌ created on January 1,​​ 2025!

6 New results​​

6.1 Mathematical modeling of​​​‌ multiphase flows

Participants: Matthieu‌ Hillairet, Pierrick Le‌​‌ Vourc'h, Fabien Lespagnol​​, Hélène Mathis,​​​‌ Nicolas Seguin, Giscard‌ Leonel Zouakeu Wouadji,‌​‌ Hervé Jourdren [CEA DAM]​​, Khaled Saleh [Aix-Marseille​​​‌ Université], Corentin Stéphan‌ [Université de Montpellier].‌​‌

In 4, Hélène​​ Mathis presents the derivation​​​‌ of a two-phase flow‌ model that incorporates surface‌​‌ tension effects using Hamilton's​​ principle of stationary action.​​​‌ The Lagrangian functional, which‌ defines the action consists‌​‌ of kinetic energy —​​ accounting for interface characteristics​​​‌ — and potential energy.‌ A key feature of‌​‌ the model is the​​ assumption that the interface​​​‌ separating the two phases‌ possesses its own internal‌​‌ energy, which satisfies a​​ Gibbs form that includes​​​‌ both surface tension and‌ interfacial area. Consequently, surface‌​‌ tension is considered in​​ both the kinetic and​​​‌ potential energy terms that‌ define the Lagrangian functional.‌​‌ By applying the stationary​​ action principle, a set​​​‌ of partial differential equations‌ (PDEs) governing the dynamics‌​‌ of the two-phase flow​​ is derived. This includes​​​‌ evolution equations for the‌ volume fraction and interfacial‌​‌ area, incorporating mechanical relaxation​​ terms. The final model​​​‌ is proven to be‌ well-posed, demonstrating hyperbolicity and‌​‌ satisfying Lax entropy conditions.​​

The article 9 is​​​‌ taken from Corentin Stéphan's‌ PhD thesis 29,‌​‌ co-advised by Nicolas Seguin​​ and Hervé Jourdren, who​​​‌ defended in July 2025‌ — the PhD grant‌​‌ ended in November 2024.​​ A mathematical framework is​​​‌ proposed to construct three-phase‌ equations of state at‌​‌ thermodynamic equilibrium. Independent equations​​ of state are used​​​‌ for each phase and‌ the phase transition is‌​‌ modeled by maximizing the​​ mixture entropy. Under appropriate​​​‌ geometric assumptions, phase transitions‌ and the triple point‌​‌ are rigorously described. This​​ process is applied to​​​‌ the case of tin,‌ which can be found‌​‌ in solid form as​​ either β-tin or​​​‌ γ-tin, or in‌ liquid form. Different exact‌​‌ solutions of symmetric Riemann​​ problem are constructed and​​​‌ standard numerical schemes are‌ compared. In the PhD‌​‌ manuscript, validation tests are​​ performed. It turns out​​​‌ that thermodynamic equilibrium is‌ not always instantaneous. As‌​‌ a result, a kinetic​​ approach of phase transition​​​‌ is proposed and calibrated.‌ Numerical results are in‌​‌ very good agreement with​​ experimental data.

Different works​​​‌ are in progress to‌ extend the results of‌​‌ 24, 25.​​ One the one hand,​​​‌ Giscard Leonel Zouakeu Wouadji's‌ PhD thesis (advised by‌​‌ Matthieu Hillairet, Hélène Mathis​​ and Nicolas Seguin) focuses​​​‌ on the well-posedness and‌ asymptotic analysis of compressible‌​‌ bubbly flows. First results​​ are obtained in this​​​‌ direction. On the other‌ hand, Fabien Lespagnol's postdoctoral‌​‌ work is dedicated to​​ the analysis of the​​​‌ persistence of compressible spherical‌ bubbles in a compressible‌​‌ fluid. A publication will​​ be submitted soon.

The​​​‌ preprint 8 by Nicolas‌ Seguin , Khaled Saleh‌​‌ and Pierrick Le Vourc'h​​ is dedicated to the​​​‌ derivation of two-phase flow‌ models. In a thin‌​‌ domain configuration similar to​​ the one studied in​​​‌ 30, a mesoscale‌ model based on compressible‌​‌ Navier-Stokes equations for each​​​‌ phase with appropriate coupling​ conditions at the interface​‌ is considered. Using asymptotic​​ expansions, it is proved​​​‌ that the thin domain​ regime imposes the viscosities​‌ tend to zero. As​​ a result, averaged models​​​‌ with only one common​ pressure can be constructed,​‌ with different averaged phase​​ velocities if Navier type​​​‌ interfacial conditions are prescribed.​

6.2 Numerical analysis and​‌ scientific computing

Participants: Christina​​ Mahmoud, Hélène Mathis​​​‌, Nicolas Seguin,​ François Vilar, Pierrick​‌ Le Vourc'h, Pierre​​ Le Barbenchon [Université de​​​‌ Rennes], Marianne Bessemoulin​ [CNRS Nantes], Benjamin​‌ Boutin [Université de Rennes]​​, Saroj Chhatoi [Université​​​‌ de Toulouse], Didier​ Henrion [Université de Toulouse]​‌, Swann Marx [CNRS​​ Nantes].

François Vilar,​​​‌ in 33, proposes​ a new local subcell​‌ monolithic Discontinuous-Galerkin/Finite-Volume (DG/FV) convex​​ property preserving scheme solving​​​‌ system of conservation laws​ on 2D unstructured grids.​‌ DG method is known​​ to need some sort​​​‌ of nonlinear limiting to​ avoid spurious oscillations or​‌ nonlinear instabilities which may​​ lead to the crash​​​‌ of the code. The​ main idea motivating the​‌ present work is to​​ improve the robustness of​​​‌ DG schemes, while preserving​ as much as possible​‌ their high accuracy and​​ very precise subcell resolution.​​​‌ To do so, a​ convex blending of high-order​‌ DG and first-order FV​​ scheme will be locally​​​‌ performed, at the subcell​ scale, where it is​‌ needed. To this end,​​ by means of the​​​‌ theory developed in 31​, 32, it​‌ is recalled that it​​ is possible to rewrite​​​‌ DG scheme as a​ subcell FV scheme on​‌ a subgrid provided with​​ some specific numerical fluxes​​​‌ referred to as DG​ reconstructed fluxes. Then, the​‌ monolithic DG/FV method is​​ defined as following: each​​​‌ face of each subcell​ will be assigned with​‌ two fluxes, a 1st-order​​ FV one and a​​​‌ high-order reconstructed one, that​ in the end will​‌ be blended in a​​ convex way. The goal​​​‌ is then to determine,​ through analysis, optimal blending​‌ coefficients to achieve the​​ desired properties. Numerical results​​​‌ on various problems are​ presented to assess the​‌ very good performance of​​ the design method. A​​​‌ particular emphasis is put​ on entropy consideration. By​‌ means of this subcell​​ monolithic framework, several questions​​​‌ are addressed: is it​ possible through this monolithic​‌ framework to ensure any​​ entropy stability? What is​​​‌ the mean of entropy​ stability? What is the​‌ cost of such constraints?​​ Is this absolutely needed​​​‌ while aiming for high-order​ accuracy?

The article 7​‌, by Christina Mahmoud​​ and Hélène Mathis ,​​​‌ presents the construction of​ two numerical schemes for​‌ the solution of hyperbolic​​ systems with relaxation source​​​‌ terms. The methods are​ built by considering the​‌ relaxation system as a​​ whole, without separating the​​​‌ resolution of the convective​ part from that of​‌ the source term. The​​ first scheme combines the​​​‌ centered FORCE approach of​ Toro and co-authors with​‌ the unsplit strategy proposed​​ by Béreux and Sainsaulieu.​​​‌ The second scheme consists​ of an approximate Riemann​‌ solver which carefully handles​​ the source term approximation.​​ The two schemes are​​​‌ built to be asymptotic‌ preserving, in the sense‌​‌ that their limit schemes​​ are consistent with the​​​‌ equilibrium model as the‌ relaxation parameter tends to‌​‌ zero, without any restriction​​ on the time step.​​​‌ For specific models, it‌ is possible to prove‌​‌ that they preserve invariant​​ domains and admit a​​​‌ discrete entropy inequality.

The‌ article 5, by‌​‌ Marianne Bessemoulin [CNRS Nantes]​​ and Hélène Mathis ,​​​‌ deals with the diffusive‌ limit of the Jin‌​‌ and Xin model and​​ its approximation by an​​​‌ asymptotic preserving finite volume‌ scheme. At the continuous‌​‌ level, they determine a​​ convergence rate to the​​​‌ diffusive limit by means‌ of a relative entropy‌​‌ method. Considering a semi-discrete​​ approximation (discrete in space​​​‌ and continuous in time),‌ they adapt the method‌​‌ to this semi-discrete framework​​ and establish that the​​​‌ approximated solutions converge towards‌ the discrete convection-diffusion limit‌​‌ with the same convergence​​ rate.

The article 1​​​‌ is the latest work‌ from Pierre Le Barbenchon‌​‌ 's PhD thesis 28​​, co-advised by Nicolas​​​‌ Seguin and Benjamin Boutin‌ [Université de Rennes] and‌​‌ defended in 2023. It​​ deals with the numerical​​​‌ approximation of the transport‌ equation with an incoming‌​‌ boundary condition. In the​​ case of extended stencils,​​​‌ particularly for high-order schemes,‌ the numerical approximation of‌​‌ the boundary condition at​​ the discrete level can​​​‌ take very different forms.‌ The associated theory 21‌​‌ provides a sufficient framework​​ for the stability of​​​‌ these approximations, but remains‌ impractical in concrete terms.‌​‌ They propose an intrinsic​​ reformulation of the usual​​​‌ stability condition, leading to‌ improved robustness. Consequently, drawing‌​‌ on previous work on​​ the totally upwind case​​​‌ 11, they show‌ how a simple numerical‌​‌ analysis of a winding​​ number can be used​​​‌ to conclude whether or‌ not the numerical discretization‌​‌ of the mixed problem​​ is stable. This work​​​‌ has also been incorporated‌ into the Python package‌​‌ boundaryscheme.

In 2​​, Nicolas Seguin, with​​​‌ Saroj Chhatoi, Didier Henrion,‌ Swann Marx, extended the‌​‌ classical moment-SOS (sum of​​ square) hierarchy to an​​​‌ infinite setting, associated with‌ quasi-dissipative nonlinear partial differential‌​‌ equations. This method of​​ non-convex optimization uses the​​​‌ very weak notion of‌ measure-valued solutions. In order‌​‌ to be able to​​ apply it, exact identification​​​‌ of classical solutions with‌ measure-valued solutions is needed‌​‌ — called in this​​ topic the absence of​​​‌ relaxation gap. Using its‌ linear Liouville equation reformulation‌​‌ on probability measures, such​​ result is proved using​​​‌ tools from optimal transport‌ theory. This work is‌​‌ related to the article​​ 15 where similar techniques​​​‌ were applied to parameter-dependent‌ conservation laws.

6.3 Other‌​‌ models

Participants: Matthieu Hillairet​​, Jessica Guerand [Université​​​‌ de Montpellier], Sepideh‌ Mirrahimi [CNRS Toulouse].‌​‌

In 3, Matthieu​​ Hillairet with Sepideh Mirrahimi​​​‌ [CNRS Toulouse] and Jessica‌ Guerand [Université de Montpellier]‌​‌ discuss the validity of​​ Gaussian approximation for solutions​​​‌ to the Fisher's infinitesimal‌ model in the regime‌​‌ of small variance. In​​ evolutionary biology, the Fisher's​​​‌ infinitesimal model is based‌ on a reproduction kernel‌​‌ similar to collision kernel​​​‌ arising in Boltzmann-like kinetic​ equations describing multiphase flows.​‌ The tools that are​​ developed (moments approach, Wasserstein​​​‌ distance estimate, Tanaka inequality)​ contribute to the knowledge​‌ on the mathematical treatment​​ of such equations.

7​​​‌ Partnerships and cooperations

7.1​ National initiatives

7.1.1 France​‌ 2030

Hélène Mathis was​​ awarded in October 2022​​​‌ the Défis Mathématiques 2030​, for her project,​‌ which is implicated within​​ ten major challenges of​​​‌ the Plan France 2030​. This project aims​‌ at providing new models​​ and numerical methods for​​​‌ the safety of small​ modular nuclear reactors.

  • Title:​‌ Modélisation et simulation numérique​​ pour la sûreté des​​​‌ Réacteurs Nucléaires de petite​ taille
  • Budget: one PhD​‌ grant (Christina Mahmoud) and​​ 25,000 euros
  • Beginning and​​​‌ duration of the scientific​ project: October 2022 -​‌ up to 2030
  • Project​​ coordinator: Hélène Mathis

Participants:​​​‌ Matthieu Hillairet, Christina​ Mahmoud, Hélène Mathis​‌, Nicolas Seguin,​​ François Vilar.

7.1.2​​​‌ ANR

MSMΦ –​ Modélisation de systèmes multiphysiques​‌ et multiéchelles par équations​​ aux dérivées partielles. 

The​​​‌ ANR PRME project MSM​Φ gathers several members​‌ of ACSIOM/MACS team of​​ IMAG. It intends to​​​‌ address different problems of​ coupling of phases (solid,​‌ liquid, gas...), from the​​ theoretical point of view​​​‌ to scientific computing. Multiscale​ approaches are investigated as​‌ well as methods with​​ sharp interfaces.

  • Type: Projet​​​‌ de recherche mono-équipe (CE40​ - Mathématiques)
  • Budget: 263,268​‌ euros
  • Beginning and duration​​ of the scientific project:​​​‌ February 2024 - 48​ Months
  • Project coordinator: Matthieu​‌ Hillairet

Participants: Matthieu Hillairet​​, Fabien Lespagnol,​​​‌ Hélène Mathis, Nicolas​ Seguin, François Vilar​‌.

HEAD – Hyperbolic​​ Equations, Approximations & Dynamics.​​​‌ 

The ANR project HEAD​ is focused on the​‌ analysis of the long-time​​ dynamics of first-order hyperbolic​​​‌ systems of nonlinear partial​ differential equations and their​‌ approximations by numerical schemes,​​ vanishing viscosity or in​​​‌ the dispersionless limit. It​ contributes to three general​‌ aims: the development of​​ a stability theory applicable​​​‌ to singular waves including​ discontinuous and/or characteristic ones,​‌ uniform stability results when​​ the long-time limit and​​​‌ the approximation process commute,​ and a refined description​‌ of obstructions when they​​ do not. Its concrete​​​‌ applications are focused on​ models from fluid mechanics​‌ and plasma dynamics.

  • Type:​​ Projet de recherche collaborative​​​‌ (CE40 - Mathématiques)
  • Budget:​ 422,820 euros
  • Beginning and​‌ duration of the scientific​​ project: September 2024 -​​​‌ 60 Months
  • Project coordinator:​ Luis Miguel Rodrigues [Université​‌ de Rennes]

Participants: Nicolas​​ Seguin.

COSS –​​​‌ COntrol on Stratified Structures.​ 

The ANR project COSS​‌ adresses control theory and​​ partial differential equations (in​​​‌ particular Hamilton-Jacobi equations), posed​ on stratified structures and​‌ networks. These equations appear​​ very naturally in several​​​‌ applications like traffic flow​ modeling, energy management in​‌ smart-grids networks or sea-land​​ trajectories with different dynamics.​​​‌ These control problems can​ be studied within the​‌ framework of Hamilton Jacobi​​ equations theory. Recently, significant​​​‌ results have been obtained,​ leading to a good​‌ understanding of the notion​​ of viscosity solutions (in​​​‌ particular the questions of​ existence and uniqueness) on​‌ some specific stratified structures.​​ This base of results​​ will be further developed​​​‌ in different directions. It‌ will first be necessary‌​‌ to complete the analysis​​ for more general problems​​​‌ under weaker hypotheses than‌ the one used so‌​‌ far (nature of the​​ stratification, hypotheses on the​​​‌ Hamiltonians...). On the other‌ hand, it is necessary‌​‌ to use the already​​ existing base to advance​​​‌ research in other active‌ areas such as homogenization‌​‌ or mean field games.​​ Moreover, all of the​​​‌ theoretical results will be‌ used to achieve progress‌​‌ in the modeling and​​ numerical resolution of some​​​‌ control problems on stratified‌ domains.

  • Type: Projet de‌​‌ recherche collaborative (CE40 -​​ Mathématiques)
  • Budget: 597,826 euros​​​‌
  • Beginning and duration of‌ the scientific project: December‌​‌ 2022 - 48 Months​​
  • Project coordinator: Nicolas Forcadel​​​‌ [Insa de Rouen]

Participants:‌ Nicolas Seguin.

7.1.3‌​‌ Other initiatives

The collaboration​​ between Pierrick Le Vourc'h​​​‌ and Nora Boulerie (Université‌ Claude Bernard-Lyon I) has‌​‌ been founded by a​​ Projet BOUM of the​​​‌ SMAI. The subject is‌ the analysis and the‌​‌ approximation of a one-pressure​​ two-phase flow model. The​​​‌ support has been used‌ for travel expenses for‌​‌ their meetings.

8 Dissemination​​

8.1 Promoting scientific activities​​​‌

8.1.1 Scientific events: organization‌

8.1.2 Scientific​​ events: selection

8.1.3 Editorial responsibilities

8.1.4​ Invited talks

  • At the​‌ 7th Workshop on Compressible​​ Multiphase Flows which was​​​‌ held on May 26-28​ at Strasbourg:
    • Pierrick Le​‌ Vourc'h gave a talk​​ entitled 'Formal derivation of​​​‌ a stratified compressible two-phase​ flow model'
    • Hélène Mathis​‌ gave a talk entitled​​ 'Derivation of a two-phase​​​‌ flow model accounting for​ surface tension'
  • Matthieu Hillairet​‌ was invited to give​​ a talk entitled "Variational​​​‌ methods for Stokes asymptotics"​ at the special topic​‌ school Particles in Flow​​ June 23-27 and also​​​‌ a talk at the​ closing workshop of the​‌ ARC "Equations aux dérivées​​ partielles en interaction" organized​​​‌ at Spa (Decembrer 2-5).​
  • Fabien Lespagnol gave a​‌ talk entitled 'Existence of​​ solutions for a compressible​​​‌ fluid-bubbles interaction problem' at​ the closing workshop of​‌ the ARC "Equations aux​​ dérivées partielles en interaction"​​​‌ organized at Spa (December​ 2-5). In the same​‌ workshop, Nicolas Roblet gave​​ a talk entitled 'Concentrated​​​‌ suspension analysis'.
  • Hélène Mathis​ gave a talk entitled​‌ 'Modélisation d'écoulements avec transition​​ de phase' at the​​​‌ Rencontres doctorales Lebesgue,​ which was held on​‌ April 28-30 in Rennes,​​ and a talk entitled​​​‌ 'Derivation of compressible two-phase​ flow models with surface​‌ tension', at the Journées​​ annuelles de la fédération​​​‌ Occimath, which was​ held on May 22-23,​‌ in Nîmes.
  • Nicolas Seguin​​ gave a talk entitled​​​‌ 'Thermodynamically coherent models for​ three-phase transition' at the​‌ conference HyPNuT : Hyperbolic​​ Problems - Numerics and​​​‌ Theory, which was​ held on November 5–7​‌ in Amiens, and a​​ talk entitled 'Stabilité de​​​‌ solutions stationnaires discontinues de​ systèmes hyperboliques avec terme​‌ source' at the kick-off​​ conference of the ANR​​​‌ project HEAD, which​ was held on February​‌ 17-20, in Rennes.
  • François​​ Vilar presented his work​​​‌ entitled 'Schémas monolithiques GD/VF​ de sous-mailles : préservation​‌ des propriétés convexes et​​ stabilités entropiques' at the​​​‌ Séminaire EDPs2 of the​ LAMA, Université Savoie Mont​‌ Blanc (February 2025), and​​ at the Séminaire de​​​‌ Mécanique des Fluides Numérique​ du CEA-GAMNI (Paris, January​‌ 27).
  • François Vilar and​​ Nicolas Seguin gave a​​​‌ talk at the Laboratoire​ en Informatique Haute Performance​‌ pour le Calcul et​​ la Simulation of the​​​‌ CEA and Université Paris-Saclay,​ respectively entitled 'Schémas monolithiques​‌ GD/VF de sous-mailles :​​ préservation des propriétés convexes​​​‌ et stabilités entropiques' (February​ 6) and 'Dérivation asymptotique​‌ de modèles diphasiques' (March​​ 31).

8.1.5 Leadership within​​​‌ the scientific community

  • Hélène​ Mathis is the coordinator​‌ of the PTL -​​ Colors of the Pôle​​​‌ MIPS (Université de Montpellier),​ which aims to develop​‌ and analyze methods and​​ techniques related to the​​​‌ optimization and use of​ resources and knowledge. As​‌ resources can be digital,​​ material, energy-related, etc., the​​ methods developed will be​​​‌ designed to respond in‌ the long term to‌​‌ the challenges of digital​​ sobriety and sustainable development.​​​‌ This task includes managing‌ calls for projects (drafting‌​‌ and selection) and organizing​​ monthly seminars for the​​​‌ Pôle MIPS.
  • Nicolas Seguin‌ is at the head‌​‌ of the axis 'Nuclear​​ Energy' of the RT​​​‌ Terre & Énergies.‌

8.1.6 Scientific expertise

  • Nicolas‌​‌ Seguin was member of​​ the comité de Sélection​​​‌ for a maître.sse de‌ conférences position at Nantes‌​‌ Université (May).
  • Nicolas Seguin​​ , Federica Fanoni and​​​‌ Barbara Schapira have written‌ an open letter aimed‌​‌ at minimizing bias in​​ mathematics selection committees. The​​​‌ aim is to identify‌ a number of good‌​‌ practices and reverse the​​ balance of power: the​​​‌ signatories of this letter‌ agree to participate in‌​‌ committees only if these​​ good practices are guaranteed.​​​‌ This letter appeared in‌ the Gazette de la‌​‌ Société Mathématique de France​​. It was signed​​​‌ by 244 colleagues ont‌ the associated web page‌​‌.

8.1.7 Research administration​​

  • Matthieu Hillairet is director​​​‌ of the fédération occitane‌ de mathématiques OcciMath.‌​‌
  • Hélène Mathis is Déléguée​​ scientifique à l'innovation at​​​‌ CNRS Mathématiques.
  • Hélène Mathis‌ , in the Pôle‌​‌ MIPS (Université de Montpellier),​​ is a member of​​​‌ the Bureau de direction‌ and of the Commission‌​‌ des Ressources Humaines.
  • Nicolas​​ Seguin is the head​​​‌ of the ACSIOM team‌ at IMAG. In‌​‌ this capacity, he is​​ a member of the​​​‌ IMAG management committee,‌ alongside the other team‌​‌ leaders, the director Marc​​ Herzlich and administrative manager​​​‌ Nathalie Collain.
  • Matthieu Hillairet‌ and Nicolas Seguin are‌​‌ members of the Conseil​​ de Laboratoire of IMAG​​​‌.

8.2 Teaching -‌ Supervision - Juries -‌​‌ Educational and pedagogical outreach​​

8.2.1 Teaching responsibilities

  • Matthieu​​​‌ Hillairet is the head‌ of the Département de‌​‌ Mathématiques of the Université​​ de Montpellier.
  • Hélène Mathis​​​‌ is the head of‌ the 2nd year of‌​‌ the Master MANU (Modélisation​​ et analyse numérique) of​​​‌ the Université de Montpellier.‌
  • François Vilar is the‌​‌ head of the 1st​​ year of the Master​​​‌ MANU (Modélisation et analyse‌ numérique) of the Université‌​‌ de Montpellier.

8.2.2 Teaching​​

  • Licence 1 Portail Mathématiques​​​‌ : Pierrick Le Vourc'h‌ , Analyse 1 (TD‌​‌ : 25,5h), Université de​​ Montpellier
  • Licence 1 PEIP​​​‌ : Nicolas Roblet ,‌ Maths (TD : 54h),‌​‌ Polytech Montpellier
  • Licence 1​​ PEIP : Matthieu Hillairet​​​‌ , Maths 1ère année‌ PEIP S1 (TD :‌​‌ 54h), Polytech Montpellier
  • Licence​​ 1 PEIP : Matthieu​​​‌ Hillairet , Maths 1ère‌ année PEIP S2 (CM‌​‌ : 36h, TD :​​ 54h), Polytech Montpellier
  • Licence​​​‌ 1 PEIP : Hélène‌ Mathis , Maths 1ère‌​‌ année S2 (CM :​​ 36h, TD : 54h),​​​‌ Polytech Montpellier
  • Licence 1‌ PCSI : Christina Mahmoud‌​‌ , Outils mathématiques 3​​ (TD : 42h), Université​​​‌ de Montpellier
  • Licence 1‌ SVSE : Christina Mahmoud‌​‌ , Raisonnement scientifique (TD​​ : 21h), Université de​​​‌ Montpellier
  • Licence 1 SVSE‌ : Christina Mahmoud ,‌​‌ Remédiation en mathématiques (TD​​ : 13,5h), Université de​​​‌ Montpellier
  • Licence 2 PEIP‌ : Matthieu Hillairet ,‌​‌ Maths 2ème année PEIP​​​‌ S1 (TD : 54h),​ Polytech Montpellier
  • Licence 2​‌ Mathématiques : Fabien Lespagnol​​ , Suites de fonctions,​​​‌ séries, Fourier (TD :​ 39h), Université de Montpellier​‌
  • Licence 2 PEIP :​​ Fabien Lespagnol , Mathématiques​​​‌ pour le parcours Polytech​ (TD : 33h), Polytech​‌ Montpellier
  • Licence 2 EEA​​ : François Vilar ,​​​‌ Outils mathématiques pour l'EEA​ (TD : 42h), Université​‌ de Montpellier
  • Licence 2​​ Mathématiques : François Vilar​​​‌ , Analyse numérique élémentaire​ (TP : 9h), Université​‌ de Montpellier
  • Master 1​​ MANU : Hélène Mathis​​​‌ , Analyse numérique 3,​ méthodes des éléments finis​‌ pour l'elliptique (CM :​​ 24h, TD : 15h),​​​‌ Université de Montpellier
  • Master​ 1 MANU et MF​‌ : François Vilar ,​​ Analyse Numérique 1 (CM​​​‌ : 21h, TD :​ 15h, TP : 6h),​‌ Université de Montpellier
  • Master​​ 1 MANU : François​​​‌ Vilar , Analyse Numérique​ 2 (CM : 12h,​‌ TP : 12h), Université​​ de Montpellier
  • Master 2​​​‌ MANU : François Vilar​ , Modélisation Numérique (CM​‌ : 12h), Université de​​ Montpellier

8.2.3 Supervision

M1​​​‌ Students:

  • Nicolas Seguin and​ François Vilar supervised Ronan​‌ Choquert's eight-week (June-July) internship​​ on 'Discontinuous Galerkin methods​​​‌ for gas dynamics equations'​
  • Nicolas Seguin and Jessica​‌ Guérand supervised Raphaël Bigey's​​ six-week (June-July) internship on​​​‌ 'Numerical equivalence of Hamilton-Jacobi​ equations and conservation laws​‌ with pointwise limitation'

M2​​ students:

  • Matthieu Hillairet supervised​​​‌ Sofia Agosteo for her​ master internship of Politecnico​‌ di Milano on the​​ construction of periodic solutions​​​‌ to a system modeling​ the motion of an​‌ elliptical body immersed in​​ a Poiseuille flow.

PhD​​​‌ students:

  • Matthieu Hillairet ,​ Hélène Mathis and Nicolas​‌ Seguin supervise Leonel Zouakeu-Wouadji​​ for his PhD on​​​‌ multiphase flow models.
  • Matthieu​ Hillairet co-supervises with David​‌ Gérard-Varet (Université Paris-Cité) Nicolas​​ Roblet for his PhD​​​‌ on the modeling of​ suspensions with polyhedral particles.​‌
  • Matthieu Hillairet co-supervises with​​ Sepideh Mirrahimi (CNRS-Université Paul​​​‌ Sabatier Toulouse III) Theotime​ Brun for his PhD​‌ on the Fisher's infinitesimal​​ model.
  • Hélène Mathis supervises​​​‌ Christina Mahmoud for her​ PhD on asymptotic analysis​‌ in the modeling of​​ multiphase flows.
  • Nicolas Seguin​​​‌ co-supervises with Khaled Saleh​ (Aix-Marseille Université) Pierrick Le​‌ Vourc'h for his PhD​​ on the modeling of​​​‌ compressible multiphase flows.

Postdoctoral​ students:

  • Matthieu Hillairet ,​‌ Hélène Mathis and Nicolas​​ Seguin are supervisors for​​​‌ the postdoctoral position of​ Fabien Lespagnol on bubbly​‌ flow models.

8.2.4 Juries​​

Matthieu Hillairet :

  • President​​​‌ of the PhD defense​ of Emile Deléage (Aix-Marseille​‌ Université) 'Modélisation et analyse​​ mathématique d'écoulements complexes :​​​‌ Modèles moyennés et milieux​ granulaires' (September 30)
  • President​‌ of the PhD defense​​ of Diego Gajardo (Université​​​‌ Paul Sabatier Toulouse III)​ 'Analyse d'un modèle d'interaction​‌ fluide-structure : caractère bien​​ posé, stabilisation et simulations​​​‌ numériques' (November 27)

Hélène​ Mathis :

  • Member of​‌ the jury of the​​ PhD of Yen Chung​​​‌ (Université Savoie Mont Blanc)​ 'Le modèle amélioré de​‌ vague déferlante et le​​ couplage morphodynamique' (March 27)​​​‌
  • Reviewer and member of​ the jury of the​‌ PhD of Yu-Hsi Lin​​ (Aix-Marseille Université) 'Long waves​​​‌ model of ideal fluids'​ (June 6)
  • Member of​‌ the jury of the​​ PhD of Corentin Stefan​​ (Université de Montpellier) 'Schémas​​​‌ hydrodynamiques d'ordre élevé avec‌ cinétique de changement de‌​‌ phase' (July 17)
  • Reviewer​​ and member of the​​​‌ jury of the PhD‌ of Gauthier Lazare (Université‌​‌ de Strasbourg) 'Développement d'une​​ méthode numérique performante pour​​​‌ la résolution d'un modèle‌ diphasique homogène partiellement déséquilibré‌​‌ en milieu poreux hétérogène'​​ (October 16)

Nicolas Seguin​​​‌ :

  • Reviewer and member‌ of the jury of‌​‌ the PhD of Théo​​ Girard (Université de Tours)​​​‌ 'Discontinuités dans les équations‌ d'Hamilton-Jacobi-Bellman et dans les‌​‌ lois de conservation scalaires​​ rencontrées dans les modèles​​​‌ de dynamique piétonnière' (July‌ 4)
  • Member of the‌​‌ jury of the PhD​​ of Corentin Stéphan (Université​​​‌ de Montpellier) 'Schémas hydrodynamiques‌ d'ordre élevé avec cinétique‌​‌ de changement de phase'​​ (July 17)
  • Reviewer and​​​‌ member of the jury‌ of the PhD of‌​‌ Esteban Coiffier (Université de​​ Pau et des pays​​​‌ de l'Adour) 'Numerical analysis‌ and simulation of staggered‌​‌ schemes for low Mach​​ number flows' (December 8)​​​‌
  • Member of the jury‌ of the PhD of‌​‌ Clément Cardoën (Université de​​ Nantes) 'Réduction de modèle​​​‌ par des approches basées‌ sur les mesures' (December‌​‌ 18)

François Vilar was​​ member of the jury​​​‌ of the PhD of‌ Alexis Tardieu (Université de‌​‌ Bordeaux) 'Approches ADER-DG pour​​ l'advection-diffusion non linéaire :​​​‌ Application aux équations de‌ Navier-Stokes incompressibles' (November 6)‌​‌

8.2.5 Educational and pedagogical​​ outreach

Hélène Mathis gave​​​‌ a talk entitled 'Modélisation‌ d’écoulements avec transition de‌​‌ phase' at the MOME​​ seminar of the IREM​​​‌ Montpellier. This seminar‌ focuses on teaching modeling‌​‌ in mathematics through accounts​​ of experiences and historical,​​​‌ epistemological or didactic analyses.‌ The aim is to‌​‌ consider the mathematical perspective​​ on modeling and its​​​‌ teaching. Its objective is‌ to encourage reflection on‌​‌ what the teaching of​​ models and the modeling​​​‌ process in mathematics is/should‌ be/could be in secondary‌​‌ school, at university or​​ in the training of​​​‌ secondary school mathematics teachers.‌

8.3 Popularization

8.3.1 Productions‌​‌ (articles, videos, podcasts, serious​​ games, ...)

  • Nicolas Seguin​​​‌ helped design the poster‌ Ah, un paysage...mathématique !‌​‌ which promotes mathematics through​​ a landscape illustrating the​​​‌ diversity of mathematics and‌ their links to our‌​‌ environment.
  • Nicolas Roblet supervised​​ two secondary school pupils​​​‌ for the EloquenscienceS event‌ organized by the Les‌​‌ Maths en Scène association.​​

8.3.2 Organization of Live​​​‌ events

As Déléguée scientifique‌ à l'innovation at CNRS‌​‌ Mathématiques, Hélène Mathis co-organized​​ Les mathématiciennes innovent,​​​‌ which was held on‌ March 10-11, at Hôtel‌​‌ de l'Industrie in Paris.​​ The event included a​​​‌ one-day public roundtable discussion‌ and a morning dedicated‌​‌ to INSMI innovation networks.​​

8.3.3 Participation in Live​​​‌ events

8.3.4​​ Others science outreach relevant​​​‌ activities

Pierrick Le Vourc'h‌ was member of the‌​‌ jury of the regional​​ tournoi français des jeunes​​​‌ mathématiciennes et mathématiciens.‌

9 Scientific production

9.2‌​‌ Publications of the year​​​‌

International journals

Edition (books, proceedings, special​‌ issue of a journal)​​

  • 5 proceedingsRelative Entropy​​​‌ for the Numerical Diffusive​ Limit of the Linear​‌ Jin-Xin System.CJC-MA​​ 2023 - Le Congrès​​​‌ des Jeunes Chercheuses et​ Chercheurs en Mathématiques et​‌ Applications79Gif-sur-Yvette, France​​EDP SciencesDecember 2025​​​‌, 126-138HALDOI​back to text
  • 6​‌ periodicalP.Philippe Helluy​​, J.-M.Jean-Marc Hérard​​​‌ and N.Nicolas Seguin​, eds. Sixth Workshop​‌ on Compressible Multiphase Flows​​ - Derivation, Closure laws,​​​‌ Thermodynamics.ESAIM: Proceedings​ and Surveys78December​‌ 2025, 1-1HAL​​DOIback to text​​​‌

Reports & preprints

9.3 Cited publications

  • 10​​​‌ articleT.Thomas Barberon​ and P.Philippe Helluy​‌. Finite volume simulation​​ of cavitating flows.​​​‌Comput. Fluids347​2005, 832--858DOI​‌back to text
  • 11​​ articleB.Benjamin Boutin​​​‌, P.Pierre Le​ Barbenchon and N.Nicolas​‌ Seguin. On the​​ stability of totally upwind​​​‌ schemes for the hyperbolic​ initial boundary value problem​‌.IMA J. Numer.​​ Anal.4422024​​​‌, 1211--1241URL: https://doi.org/10.1093/imanum/drad040​DOIback to text​‌
  • 12 articleD.Didier​​ Bresch, C.Cosmin​​​‌ Burtea and F.Frédéric​ Lagoutière. Mathematical justification​‌ of a compressible bi-fluid​​ system with different pressure​​​‌ laws: a semi-discrete approach​ and numerical illustrations.​‌J. Comput. Phys.490​​Id/No 1122592023,​​ 39DOIback to​​​‌ text
  • 13 articleD.‌Didier Bresch and M.‌​‌Matthieu Hillairet. A​​ compressible multifluid system with​​​‌ new physical relaxation terms‌.Ann. Sci. Éc.‌​‌ Norm. Supér. (4)52​​22019, 255--295​​​‌URL: https://doi.org/10.24033/asens.2387DOIback‌ to text
  • 14 article‌​‌D.D. Bresch and​​ M.M. Hillairet.​​​‌ Note on the derivation‌ of multi-component flow systems‌​‌.Proc. Amer. Math.​​ Soc.14382015​​​‌, 3429--3443URL: https://doi.org/10.1090/proc/12614‌DOIback to text‌​‌
  • 15 articleC.Clément​​ Cardoen, S.Swann​​​‌ Marx, A.Anthony‌ Nouy and N.Nicolas‌​‌ Seguin. A moment​​ approach for entropy solutions​​​‌ of parameter-dependent hyperbolic conservation‌ laws.Numer. Math.‌​‌15642024,​​ 1289--1324URL: https://doi.org/10.1007/s00211-024-01428-5DOI​​​‌back to text
  • 16‌ articleF.Frédéric Coquel‌​‌, E.Edwige Godlewski​​ and N.Nicolas Seguin​​​‌. Relaxation of fluid‌ systems.Mathematical Models‌​‌ and Methods in Applied​​ Sciences2208August​​​‌ 2012, 1250014URL:‌ https://www.worldscientific.com/doi/abs/10.1142/S0218202512500145DOIback to‌​‌ text
  • 17 articleF.​​Frédéric Coquel, J.-M.​​​‌Jean-Marc Hérard, K.‌Khaled Saleh and N.‌​‌Nicolas Seguin. Two​​ properties of two-velocity two-pressure​​​‌ models for two-phase flows‌.Communications in Mathematical‌​‌ Sciences1232014​​, 593--600URL: http://www.intlpress.com/site/pub/pages/journals/items/cms/content/vols/0012/0003/a010/​​​‌DOIback to text‌
  • 18 phdthesisP.P.‌​‌ Cordesse. Contribution to​​ the study of combustion​​​‌ instabilities in cryotechnic rocket‌ engines: coupling diffuse interface‌​‌ models with kinetic-based moment​​ methods for primary atomization​​​‌ simulations.Université Paris-Saclay‌2020back to text‌​‌
  • 19 bookD. A.​​Donald A. Drew and​​​‌ S. L.Stephen L.‌ Passman. Theory of‌​‌ multicomponent fluids.135​​Applied Mathematical SciencesSpringer-Verlag,​​​‌ New York1999,‌ x+308URL: https://doi.org/10.1007/b97678DOI‌​‌back to text
  • 20​​ articleT.Thierry Gallouët​​​‌, J.-M.Jean-Marc Hérard‌ and N.Nicolas Seguin‌​‌. Numerical modeling of​​ two-phase flows using the​​​‌ two-fluid two-pressure approach.‌Mathematical Models and Methods‌​‌ in Applied Sciences14​​05May 2004,​​​‌ 663--700URL: https://www.worldscientific.com/doi/abs/10.1142/S0218202504003404DOI‌back to text
  • 21‌​‌ articleB.Bertil Gustafsson​​, H.-O.Heinz-Otto Kreiss​​​‌ and A.Arne Sundström‌. Stability theory of‌​‌ difference approximations for mixed​​ initial boundary value problems.​​​‌ II.Math. Comp.‌261972, 649--686‌​‌URL: https://doi.org/10.2307/2005093DOIback​​ to text
  • 22 article​​​‌P.P. Helluy and‌ H.H. Mathis.‌​‌ Pressure laws and fast​​ Legendre transform..Math.​​​‌ Models Methods Appl. Sci.‌2142011,‌​‌ 745-775DOIback to​​ text
  • 23 articleP.​​​‌P. Helluy and N.‌N. Seguin. Relaxation‌​‌ models of phase transition​​ flows.M2AN Math.​​​‌ Model. Numer. Anal.40‌22006, 331--352‌​‌back to text
  • 24​​ articleM.Matthieu Hillairet​​​‌, H.Hélène Mathis‌ and N.Nicolas Seguin‌​‌. Analysis of compressible​​ bubbly flows. Part I:​​​‌ Construction of a microscopic‌ model.ESAIM: Math.‌​‌ Model Numer. Anal.57​​5September 2023,​​​‌ 2835--2863URL: https://www.esaim-m2an.org/articles/m2an/abs/2023/05/m2an220200/m2an220200.htmlback‌ to textback to‌​‌ text
  • 25 articleM.​​Matthieu Hillairet, H.​​​‌Hélène Mathis and N.‌Nicolas Seguin. Analysis‌​‌ of compressible bubbly flows.​​​‌ Part II: Derivation of​ a macroscopic model.​‌ESAIM: Math. Model Numer.​​ Anal.575September​​​‌ 2023, 2865--2906URL:​ https://doi.org/10.1051/m2an/2023046back to text​‌back to text
  • 26​​ bookM.Mamoru Ishii​​​‌ and T.Takashi Hibiki​. Thermo-fluid dynamics of​‌ two-phase flow.With​​ a foreword by Lefteri​​​‌ H. TsoukalasSpringer, New​ York2011, xviii+518​‌URL: https://doi.org/10.1007/978-1-4419-7985-8DOIback​​ to text
  • 27 article​​​‌F.François James and​ H.Hélène Mathis.​‌ A relaxation model for​​ liquid-vapor phase change with​​​‌ metastability.Commun. Math.​ Sci.1482016​‌, 2179--2214URL: https://doi.org/10.4310/CMS.2016.v14.n8.a4​​DOIback to text​​​‌
  • 28 phdthesisP.Pierre​ Le Barbenchon. Étude​‌ théorique et numérique de​​ la stabilité GKS pour​​​‌ des schémas d'ordre élevé​ en présence de bords​‌.Université de Rennes​​June 2023HALback​​​‌ to text
  • 29 phdthesis​C.Corentin Stéphan.​‌ Schémas hydrodynamiques d'ordre élevé​​ et cinétique de changement​​​‌ de phase.Université​ de MontpellierJuly 2025​‌back to text
  • 30​​ articleH. B.H.​​​‌ Bruce Stewart and B.​Burton Wendroff. Two-phase​‌ flow: models and methods​​.J. Comput. Phys.​​​‌5631984,​ 363--409URL: https://doi.org/10.1016/0021-9991(84)90103-7DOI​‌back to textback​​ to text
  • 31 article​​​‌F.François Vilar.​ A posteriori correction of​‌ high-order discontinuous Galerkin scheme​​ through subcell finite volume​​​‌ formulation and flux reconstruction​.Journal of Computational​‌ Physics387June 2019​​, 245--279URL: https://linkinghub.elsevier.com/retrieve/pii/S0021999118307174​​​‌DOIback to text​back to text
  • 32​‌ miscF.François Vilar​​ and R.Rémi Abgrall​​​‌. A Posteriori local​ subcell correction of high-order​‌ discontinuous Galerkin scheme for​​ conservation laws on two-dimensional​​​‌ unstructured grids.2022​back to text
  • 33​‌ articleF.François Vilar​​. Local subcell monolithic​​​‌ DG/FV convex property preserving​ scheme on unstructured grids​‌ and entropy consideration.​​J. Comput. Phys.521​​​‌2025, Paper No.​ 113535, 32URL: https://doi.org/10.1016/j.jcp.2024.113535​‌DOIback to text​​
  • 34 articleF.François​​​‌ Vilar, C.-W.Chi-Wang​ Shu and P.-H.Pierre-Henri​‌ Maire. Positivity-preserving cell-centered​​ Lagrangian schemes for multi-material​​​‌ compressible flows: From first-order​ to high-orders. Part II:​‌ The two-dimensional case.​​Journal of Computational Physics​​​‌3122016, 416-442​URL: https://www.sciencedirect.com/science/article/pii/S0021999116000802DOIback​‌ to text