Publications

Spectral Theory

A Spectral Approach of Multi-Scale Metamodelling Applied to Acoustic Propagation

There exists many numerical methods to simulate wave propagation through complex media with a very good precision. However, taking into account the fluctuations of the propagation medium necessitates a statistical approach implying a prohibitive…

Alexandre Goupy

Probability

DISCRETE STICKY COUPLING OF FUNCTIONAL AUTOREGRESSIVE PROCESSES

In this paper, we provide bounds in various metrics between the successive iterates of two functional autoregressive processes with isotropic Gaussian noise of the form $Y_{k+1}=T_\gamma(Y_k)+\sqrt{\gamma\sigma^2}Z_{k+1}$ and $\tilde Y_{k+1}=\tilde…

Alain Durmus, Andreas Eberle, Aurélien Enfroy, Arnaud Guillin, Pierre Monmarché

Computer Vision and Pattern Recognition

Robust Rational Polynomial Camera Modelling for SAR and Pushbroom Imaging

The Rational Polynomial Camera (RPC) model can be used to describe a variety of image acquisition systems in remote sensing, notably optical and Synthetic Aperture Radar (SAR) sensors. RPC functions relate 3D to 2D coordinates and vice versa,…

Roland Akiki, Roger Marí, Carlo de Franchis, Jean-Michel Morel, Gabriele Facciolo

Image Processing

A COMPARATIVE STUDY OF DERAMPING TECHNIQUES FOR SENTINEL-1 TOPS IN THE CONTEXT OF INTERFEROMETRY

In this study, we compare the different spectral centering methods (referred to as deramping) for the Sentinel-1 images acquired with the TOPSAR method, in the context of interferometry. The deramping is a necessary step prior to image interpolation…

Roland Akiki, Raphaël Grandin, Carlo de Franchis, Gabriele Facciolo, Jean-Michel Morel

Mathematics

Regularizing effect and decay results for a parabolic problem with repulsive superlinear first order terms

Martina Magliocca

RACSAM. Real Academia de Ciencias. Serie A, Matemáticas - Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A, Matemáticas - 2021

General Mathematics

Improved numerical schemes for monotonic conservative scalar advection : tackling mesh imprinting and numerical wetting

The French atomic energy commission (CEA, France) deploys specific numerical methods to carry out its hydrodynamics simulations under especially severe constraints : advection and deformation over long distances, isentropic evolutions and strong…

Christina Paulin

Immunology

An open-label randomized controlled trial of the effect of lopinavir/ritonavir, lopinavir/ritonavir plus IFN-β-1a and hydroxychloroquine in hospitalized patients with COVID-19

Objectives: We evaluated the clinical, virological and safety outcomes of lopinavir/ritonavir, lopinavir/ritonavir-interferon (IFN)-β-1a, hydroxychloroquine or remdesivir in comparison to standard of care (control) in coronavirus 2019 disease (COVID…

Florence Ader, Nathan Peiffer-Smadja, Julien Poissy, Maude Bouscambert-Duchamp, Drifa Belhadi, Alpha Diallo, Christelle Delmas, Juliette Saillard, Aline Dechanet, Noémie Mercier, Axelle Dupont, Toni Alfaiate, François-Xavier Lescure, François Raffi, François Goehringer, Antoine Kimmoun, Stéphane Jaureguiberry, Jean Reignier, Saad Nseir, François Danion, Raphael Clere-Jehl, Kévin Bouiller, Jean-Christophe Navellou, Violaine Tolsma, André Cabié, Clément Dubost, Johan Courjon, Sylvie Leroy, Joy Mootien, Rostane Gaci, Bruno Mourvillier, Emmanuel Faure, Valérie Pourcher, Sébastien Gallien, Odile Launay, Karine Lacombe, Jean-Philippe Lanoix, Alain Makinson, Guillaume Martin-Blondel, Lila Bouadma, Elisabeth Botelho-Nevers, Amandine Gagneux-Brunon, Olivier Epaulard, Lionel Piroth, Florent Wallet, Jean-Christophe Richard, Jean Reuter, Thérèse Staub, Bruno Lina, Marion Noret, Claire Andrejak, Minh Patrick Lê, Gilles Peytavin, Maya Hites, Dominique Costagliola, Yazdan Yazdanpanah, Charles Burdet, France Mentré

Clinical Microbiology and Infection - 2021

Image Processing

A contrario dip picking for borehole imaging

We describe an algorithm to perform automatic dip picking on borehole images. One key element of the proposed method is a statistical validation, based on the a contrario theory, which is used to decide whether each candidate dip is to be accepted…

Joris Costes, Gabriele Facciolo, Rafael Grompone von Gioi, Josselin Kherroubi, Enric Meinhardt-Llopis, Jean-Michel Morel

Life Sciences

Endocannabinoid Gene × Gene Interaction Association to Alcohol Use Disorder in Two Adolescent Cohorts

Genetic markers of the endocannabinoid system have been linked to a variety of addiction-related behaviors that extend beyond cannabis use. In the current study we investigate the relationship between endocannabinoid (eCB) genetic markers and…

Laurent Elkrief, Sean Spinney, Daniel E Vosberg, Tobias Banaschewski, Arun L W Bokde, Erin Burke Quinlan, Sylvane Desrivières, Herta Flor, Hugh Garavan, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sarah Hohmann, Sabina Millenet, Juliane H Fröhner, Michael N Smolka, Henrik Walter, Robert Whelan, Gunter Schumann, Zdenka Pausova, Tomáš Paus, Guillaume Huguet, Patricia Conrod

Frontiers in Psychiatry - 2021

Statistics

Penalised least square in sparse setting with convex penalty and non gaussian errors

This paper considers the penalized least squares estimators with convex penalties or regularisation norms. We provide sparsity oracles inequalities for the prediction error for a general convex penalty and for the particular cases of Lasso and Group…

Doualeh Abdillahi-Ali, Nourddine Azzaoui, Arnaud Guillin, Guillaume Le Mailloux, Tomoko Matsui

Acta Mathematica Scientia - 2021