Sur la propagation des ondes laser avec couplage à l'hydrodynamique pour l'interaction laser plasma. (On the laser wave propagation with coupling with the hydrodynamics for the laser interaction plasma). - Sylvain Desroziers (2006)

Simulation of laser propagation in a plasma with a frequency wave equation. - Sylvain Desroziers; Frédéric Nataf; Rémi Sentis (J. Comput. Phys., 2008)

Adding geodesic information and stochastic patch-wise image prediction for small dataset learning. - Adam Hammoumi; Maxime Moreaud; Christophe Ducottet; Sylvain Desroziers (Neurocomputing, 2021)

Less-than-One Shot 3D Segmentation Hijacking a Pre-trained Space-Time Memory Network. - Cyril Li; Christophe Ducottet; Sylvain Desroziers; Maxime Moreaud (ACIVS, 2023)

Toward Few Pixel Annotations for 3D Segmentation of Material from Electron Tomography. - Cyril Li; Christophe Ducottet; Sylvain Desroziers; Maxime Moreaud (VISIGRAPP (5: VISAPP), 2023)

Hybrid Newton method for the acceleration of well event handling in the simulation of CO2 storage using supervised learning. - Antoine Lechevallier; Sylvain Desroziers; Thibault Faney; Eric Flauraud; Frédéric Nataf (Comput. Geosci., 2025)