Migration to model driven engineering in the development process of distributed scientific application software. - Daniel Rahon; Raphaël Gayno; Jean-Marc Gratien; Goulwen Le Fur; Sébastien Schneider (SPLASH, 2012)

An Abstract Object Oriented Runtime System for Heterogeneous Parallel Architecture. - Jean-Marc Gratien (IPDPS Workshops, 2013)

A Domain Specific Embedded Language in C++ for lowest-order methods for diffusive problem on general meshes. (Programmation générative appliquée au prototypage d'Applications performantes sur des architectures massivement parallèles pour l'approximation volumes finis de systèmes physiques complexes) - Jean-Marc Gratien (2013)

Description, Implementation and Evaluation of an Affinity Clause for Task Directives. - Philippe Virouleau; Adrien Roussel; François Broquedis; Thierry Gautier; Fabrice Rastello; Jean-Marc Gratien (IWOMP, 2016)

A robust and scalable multi-level domain decomposition preconditioner for multi-core architecture with large number of cores. - Jean-Marc Gratien (J. Comput. Appl. Math., 2020)

Machine Learning model for gas-liquid interface reconstruction in CFD numerical simulations. - Tamon Nakano; Alessandro Michele Bucci; Jean-Marc Gratien; Thibault Faney; Guillaume Charpiat (CoRR, 2022)

DS-GPS : A Deep Statistical Graph Poisson Solver (for faster CFD simulations). - Matthieu Nastorg; Marc Schoenauer; Guillaume Charpiat; Thibault Faney; Jean-Marc Gratien; Michele Alessandro Bucci (CoRR, 2022)

Multi-Level GNN Preconditioner for Solving Large Scale Problems. - Matthieu Nastorg; Jean-Marc Gratien; Thibault Faney; Michele Alessandro Bucci; Guillaume Charpiat; Marc Schoenauer (IPDPS (Workshops), 2024)

An implicit GNN solver for Poisson-like problems. - Matthieu Nastorg; Michele Alessandro Bucci; Thibault Faney; Jean-Marc Gratien; Guillaume Charpiat; Marc Schoenauer (Comput. Math. Appl., 2024)