### Stochastic homogenization of water waves

**Mots clés :** stochastic homogenization, hyperbolic equations, random differential operator, Anderson localization

**Laboratoire :** Laboratoire Jacques-Louis Lions

**Nom du contact :** Antoine Gloria

### Frame flows and holonomy in negative curvature

**Mots clés :** Dynamical systems, frame flows, holonomy, microlocal analysis, algebraic topology

**Laboratoire :** Institut de Mathématiques de Jussieu-Paris Rive Gauche

**Nom du contact :** Thibault Lefeuvre

**Site Web :** https://thibaultlefeuvre.blog/

### Generalized Langevin diffusion for sampling and effective dynamics

**Mots clés :** stochastic differential equation, Markov Chain Monte Carlo, coarse-grained models, molecular dynamics

**Laboratoire :** Laboratoire Jacques-Louis Lions

**Nom du contact :** Pierre Monmarché

**Site Web :** https://www.ljll.math.upmc.fr/~monmarche/

### Computational methods for multiscale problems

**Mots clés :** Highly oscillatory PDEs, Homogenization, Galerkin methods

**Laboratoire :** INRIA Paris, Equipe MATHERIALS , (CERMICS, Ecole Nationale des Ponts et Chaussées)

**Nom du contact :** Frederic Legoll and Claude Le Bris

**Site Web :** http://cermics.enpc.fr/~legoll/home_eng.html

### Homogenization problems for various PDEs in the presence of defects

**Mots clés :** highly oscillatory PDEs, homogenization, Hamilton-Jacobi equations, defects

**Laboratoire :** laboratoire Jacques-Louis Lions

**Nom du contact :** Yves Achdou, Xavier Blanc, Claude Le Bris

### PhD proposals at the Research Institute on the Foundations of Computer Science (IRIF)

**Mots clés :** Algorithms, their design and analysis, automata theory and applications, combinatorics, complex systems, complexity, computational formalisms, distributed computation, foundations of programming languages, interactive proof assistants, graph theory.

**Laboratoire :** IRIF

**Nom du contact :** See list in the web page below.

**Site Web :** https://www.irif.fr/postes/these

### Crohn-AI : Leveraging integrated medical records (clinical, histological, molecular parameters) as explainable Artificial Intelligence to identify Crohn Disease patients with high risk of severe disease and treatment failure.

**Mots clés :** Crohn's disease, computational histopathology, whole slide image analysis, molecular parameters, deep learning, explainable artificial intelligence, risk factors, big data analytics.

**Laboratoire :** Inria - Aramis Lab, Institut du Cerveau, Paris

**Nom du contact :** Daniel Racoceanu

**Site Web :** https://www.aramislab.fr/

### Ergodicity breaking in systems of coupled piecewise expanding maps

**Mots clés :** Dynamical Systems, Network dynamics, Collective dynamics

**Laboratoire :** LPSM

**Nom du contact :** Bastien Fernandez

**Site Web :** http://bastienfernandez.perso.math.cnrs.fr/Home.html

### Control design for a hybrid quantum device: mechanical oscillator coupled to superconducting circuit

**Mots clés :** quantum control

**Laboratoire :** Inria-Paris QUANTIC teams

**Nom du contact :** Alain Sarlette

**Site Web :** https://quantic.phys.ens.fr

### Model-order reduction for parametric Stochastic Differential Equationss

**Mots clés :** Model reduction, stochastic differential equations

**Laboratoire :** MATHERIALS team-project, INRIA Paris & CERMICS, Ecole des Ponts ParisTech

**Nom du contact :** Virginie Ehrlacher

**Site Web :** https://team.inria.fr/matherials/

### Optimal transport for quantum chemistry

**Mots clés :** Optimal transport, quantum chemistry

**Laboratoire :** MATHERIALS team-project, INRIA Paris & CERMICS, Ecole des Ponts ParisTech

**Nom du contact :** Virginie Ehrlacher

**Site Web :** https://team.inria.fr/matherials/

### Dynamic Games with long duration

**Mots clés :** Discrete-time Stochastic Games; Differential Games; Hamilton-Jacobi equations

**Laboratoire :** CEREMADE, Paris Dauphine University

**Nom du contact :** BRUNO ZILIOTTO

**Site Web :** https://sites.google.com/site/ziliottobruno/