Deep Surrogate for Direct Time Fluid Dynamics. - Lucas Thibaut Meyer; Louen Pottier; Alejandro Ribés; Bruno Raffin (CoRR, 2021)

Simulation-Based Parallel Training. - Lucas Thibaut Meyer; Alejandro Ribés; Bruno Raffin (CoRR, 2022)

Training Deep Surrogate Models with Large Scale Online Learning. - Lucas Thibaut Meyer; Marc Schouler; Robert Alexander Caulk; Alejandro Ribés; Bruno Raffin (ICML, 2023)

High Throughput Training of Deep Surrogates from Large Ensemble Runs. - Lucas Thibaut Meyer; Marc Schouler; Robert Alexander Caulk; Alejandro Ribés; Bruno Raffin (SC, 2023)

Melissa: coordinating large-scale ensemble runs for deep learning and sensitivity analyses. - Marc Schouler; Robert Alexander Caulk; Lucas Thibaut Meyer; Théophile Terraz; Christoph Conrads; Sebastian Friedemann; Achal Agarwal; Juan Manuel Baldonado; Bartlomiej Pogodzinski; Anna Sekula; Alejandro Ribés; Bruno Raffin (J. Open Source Softw., 2023)