Lise Le Boudec

According to our database, Lise Le Boudec authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Efficient Generative Transformer Operators For Million-Point PDEs.

Armand Kassaï Koupaï, Lise Le Boudec, Patrick Gallinari

CoRR, December, 2025

ENMA: Tokenwise Autoregression for Generative Neural PDE Operators.

Armand Kassaï Koupaï, Lise Le Boudec, Louis Serrano, Patrick Gallinari

CoRR, June, 2025

ENMA: Tokenwise Autoregression for Continuous Neural PDE Operators.

Armand Kassaï Koupaï, Lise Le Boudec, Louis Serrano, Patrick Gallinari

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods.

Lise Le Boudec, Emmanuel de Bézenac, Louis Serrano, Ramon Daniel Regueiro-Espino, Yuan Yin, Patrick Gallinari

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods.

Lise Le Boudec, Emmanuel de Bézenac, Louis Serrano, Ramon Daniel Regueiro-Espino, Yuan Yin, Patrick Gallinari

CoRR, 2024

2023

Operator Learning with Neural Fields: Tackling PDEs on General Geometries.

Louis Serrano, Lise Le Boudec, Armand Kassaï Koupaï, Thomas X. Wang, Yuan Yin, Jean-Noël Vittaut, Patrick Gallinari

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023