De Ryck, Tim

3 publications

ICLR 2024 An Operator Preconditioning Perspective on Training in Physics-Informed Machine Learning Tim De Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bezenac

NeurIPS 2023 Convolutional Neural Operators for Robust and Accurate Learning of PDEs Bogdan Raonic, Roberto Molinaro, Tim De Ryck, Tobias Rohner, Francesca Bartolucci, Rima Alaifari, Siddhartha Mishra, Emmanuel de Bézenac

NeurIPS 2022 Generic Bounds on the Approximation Error for Physics-Informed (and) Operator Learning Tim De Ryck, Siddhartha Mishra