Matthieu Nastorg

According to our database, Matthieu Nastorg authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning.

Fabien Casenave, Xavier Roynard, Brian Staber, William Piat, Michele Alessandro Bucci, Nissrine Akkari, Abbas Kabalan, Xuan Minh Vuong Nguyen, Luca Saverio, Raphaël Carpintero Perez, Anthony Kalaydjian, Samy Fouché, Thierry Gonon, Ghassan Najjar, Emmanuel Menier, Matthieu Nastorg, Giovanni Catalani, Christian Rey

CoRR, May, 2025

2024

Scalable GNN Solutions for CFD Simulations. (Solutions GNN évolutives pour les simulations CFD).

Matthieu Nastorg

PhD thesis, 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

Multi-Level GNN Preconditioner for Solving Large Scale Problems.

Matthieu Nastorg, Jean-Marc Gratien, Thibault Faney, Michele Alessandro Bucci, Guillaume Charpiat, Marc Schoenauer

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

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