Publications

Bioinformatics

The First 3D Model of the Full-Length KIT Cytoplasmic Domain Reveals a New Look for an Old Receptor

Receptor tyrosine kinases (RTKs) are key regulators of normal cellular processes and have a critical role in the development and progression of many diseases. RTK ligand-induced stimulation leads to activation of the cytoplasmic kinase domain that…

François Inizan, Myriam Hanna, Maxim Stolyarchuk, Isaure Chauvot de Beauchêne, Luba Tchertanov

Scientific Reports - 2020

Analysis of PDEs

An elementary approach to uniform in time propagation of chaos

Based on a coupling approach, we prove uniform in time propagation of chaos for weakly interacting mean-field particle systems with possibly non-convex confinement and interaction potentials. The approach is based on a combination of reflection and…

Alain Durmus, Andreas Eberle, Arnaud Guillin, Raphael Zimmer

Proceedings of the American Mathematical Society - 2020

Methods and statistics

CAD model Segmentation via Deep Learning

Antoine Van Biesbroeck, Feifei Shang, David Bassir

International Journal of Computational Methods - 2020

Statistics

Redundancy in Gaussian random fields

We introduce and study a notion of spatial redundancy in Gaussian random fields. we define similarity functions with some properties and give insight about their statistical properties in the context of image processing. We compute these similarity…

Valentin de Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire

ESAIM: Probability and Statistics - 2020

History and Overview

Pour un enseignement par la recherche : compte rendu d'un groupe de travail

Didier Lesesvre

Repères IREM - 2020

General Physics

Combining phase-space and time-dependent reduced density matrix approach to describe the dynamics of interacting fermions

The possibility to apply phase-space methods to many-body interacting systems might provide accurate descriptions of correlations with a reduced numerical cost. For instance, the so-called stochastic mean-field phase-space approach, where the…

Thomas Czuba, Denis Lacroix, David Regnier, Ibrahim Ulgen, Bulent Yilmaz

The European physical journal. A, Hadrons and Nuclei - 2020

Optimization and Control

Convergence Analysis of Riemannian Stochastic Approximation Schemes

This paper analyzes the convergence for a large class of Riemannian stochastic approximation (SA) schemes, which aim at tackling stochastic optimization problems. In particular, the recursions we study use either the exponential map of the…

Alain Durmus, Pablo Jiménez, Eric Moulines, Salem Said, Hoi-To Wai

Probability

Mean Geometry for 2D random fields: level perimeter and level total curvature integrals

We introduce the level perimeter integral and the total curvature integral associated with areal valued function f defined on the plane R^2 as integrals allowing to compute the perimeter of the excursion set of f above level t and the total (signed)…

Hermine Biermé, Agnès Desolneux

The Annals of Applied Probability - 2020

Signal and Image processing

Approximate Bayesian computation with the sliced-Wasserstein distance

Kimia Nadjahi, Valentin de Bortoli, Alain Durmus, Roland Badeau, Umut Şimşekli

45th International Conference on Acoustics, Speech, and Signal Processing - 2020

Materials Science

The Abinit project: impact, environment and recent developments

Abinit is a material- and nanostructure-oriented package that implements density-functional theory (DFT) and many-body perturbation theory (MBPT) to find, from first principles, numerous properties including total energy, electronic structure,…

Xavier Gonze, Bernard Amadon, Gabriel Antonius, Frédéric Arnardi, Lucas Baguet, Jean-Michel Beuken, Jordan Bieder, François Bottin, Johann Bouchet, Eric Bousquet, Nils Brouwer, Fabien Bruneval, Guillaume Brunin, Théo Cavignac, Jean-Baptiste Charraud, Wei Chen, Michel Côté, Stefaan Cottenier, Jules Denier, Grégory Geneste, Philippe Ghosez, Matteo Giantomassi, Yannick Gillet, Olivier Gingras, Donald R Hamann, Geoffroy Hautier, Xu He, Nicole Helbig, Natalie Holzwarth, Yongchao Jia, François Jollet, William Lafargue-Dit-Hauret, Kurt Lejaeghere, Miguel Al Marques, Alexandre Martin, Cyril Martins, Henrique Pc Miranda, Francesco Naccarato, Kristin A Persson, Guido Petretto, Valentin Planes, Yann Pouillon, Sergei Prokhorenko, Fabio Ricci, Gian-Marco Rignanese, Aldo H Romero, Michael Marcus Schmitt, Marc Torrent, Michiel J Van Setten, Benoit Van Troeye, Matthieu J Verstraete, Gilles Zérah, Josef W Zwanziger

Computer Physics Communications - 2020