Molinaro, Roberto

6 publications

NeurIPS 2024 Poseidon: Efficient Foundation Models for PDEs Maximilian Herde, Bogdan Raonić, Tobias Rohner, Roger Käppeli, Roberto Molinaro, Emmanuel de Bézenac, Siddhartha Mishra

ICLRW 2023 Convolutional Neural Operators Bogdan Raonic, Roberto Molinaro, Tobias Rohner, 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

ICML 2023 Neural Inverse Operators for Solving PDE Inverse Problems Roberto Molinaro, Yunan Yang, Björn Engquist, Siddhartha Mishra

ICLR 2023 Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities Samuel Lanthaler, Roberto Molinaro, Patrik Hadorn, Siddhartha Mishra

NeurIPS 2023 Representation Equivalent Neural Operators: A Framework for Alias-Free Operator Learning Francesca Bartolucci, Emmanuel de Bézenac, Bogdan Raonic, Roberto Molinaro, Siddhartha Mishra, Rima Alaifari