Publications

Louis Serrano, Armand Kassaï Koupaï, Thomas X. Wang, Pierre Erbacher, Patrick Gallinari (2024). Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs. arXiv.org.

Hemanth Saratchandran, Thomas X. Wang, Simon Lucey (2024). Weight Conditioning for Smooth Optimization of Neural Networks. In ECCV 2024.

Louis Serrano, Thomas X. Wang, Etienne Le Naour, Jean-Noël Vittaut, Patrick Gallinari (2024). AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields. In NeurIPS 2024.

Thomas X. Wang, Nicolas Baskiotis, Patrick Gallinari (2024). AutoBasisEncoder: Pre-trained Neural Field Basis via Autoencoding for Operator Learning. In ICLR 2024 Workshop on AI4DifferentialEquations In Science.

Louis Serrano, Lise Le Boudec, Armand Kassaï Koupaï, Thomas X. Wang, Yuan Yin, Jean-Noël Vittaut, Patrick Gallinari (2023). Operator Learning with Neural Fields: Tackling PDEs on General Geometries. In NeurIPS 2023.

Thomas X. Wang, Patrick Gallinari (2023). Handling unstructured data for operator learning using implicit neural representations. In ICLR 2023 Tiny Papers Track.