Matthieu Darcy

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

Collaborative distances:

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

2025

Solving Functional PDEs with Gaussian Processes and Applications to Functional Renormalization Group Equations.

Xianjin Yang, Matthieu Darcy, Matthew Hudes, Francis J. Alexander, Gregory Eyink, Houman Owhadi

CoRR, December, 2025

Operator Learning at Machine Precision.

Aras Bacho, Aleksei G. Sorokin, Xianjin Yang, Théo Bourdais, Edoardo Calvello, Matthieu Darcy, Alexander Hsu, Bamdad Hosseini, Houman Owhadi

CoRR, November, 2025

Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks.

Ricardo Baptista, Edoardo Calvello, Matthieu Darcy, Houman Owhadi, Andrew M. Stuart, Xianjin Yang

CoRR, January, 2025

2024

Kernel methods are competitive for operator learning.

Pau Batlle, Matthieu Darcy, Bamdad Hosseini, Houman Owhadi

J. Comput. Phys., January, 2024

2022

One-Shot Learning of Stochastic Differential Equations with Computational Graph Completion.

Matthieu Darcy, Boumediene Hamzi, Giulia Livieri, Houman Owhadi, Peyman Tavallali

CoRR, 2022