Pointer networks O Vinyals, M Fortunato, N Jaitly Advances in neural information processing systems 28, 2015 | 3741 | 2015 |
Learning mesh-based simulation with graph networks T Pfaff, M Fortunato, A Sanchez-Gonzalez, PW Battaglia arXiv preprint arXiv:2010.03409, 2020 | 813 | 2020 |
Learning skillful medium-range global weather forecasting R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ... Science 382 (6677), 1416-1421, 2023 | 594* | 2023 |
Pushing the frontiers of density functionals by solving the fractional electron problem J Kirkpatrick, B McMorrow, DHP Turban, AL Gaunt, JS Spencer, ... Science 374 (6573), 1385-1389, 2021 | 313 | 2021 |
Bayesian recurrent neural networks M Fortunato, C Blundell, O Vinyals arXiv preprint arXiv:1704.02798, 2017 | 263 | 2017 |
High-order unstructured curved mesh generation using the Winslow equations M Fortunato, PO Persson Journal of Computational Physics 307, 1-14, 2016 | 107 | 2016 |
Multiscale meshgraphnets M Fortunato, T Pfaff, P Wirnsberger, A Pritzel, P Battaglia arXiv preprint arXiv:2210.00612, 2022 | 78 | 2022 |
Generalization of reinforcement learners with working and episodic memory M Fortunato, M Tan, R Faulkner, S Hansen, A Puigdomènech Badia, ... Advances in neural information processing systems 32, 2019 | 74 | 2019 |
Pointer networks F Meire, J Navdeep, C Cortes, ND Lawrence, DD Lee, M Sugiyama, ... Advances in neural information processing systems 28, 2692-2700, 2015 | 63 | 2015 |
Interval timing in deep reinforcement learning agents B Deverett, R Faulkner, M Fortunato, G Wayne, JZ Leibo Advances in Neural Information Processing Systems 32, 2019 | 17 | 2019 |
Training neural networks using posterior sharpening M Fortunato, C Blundell, O Vinyals US Patent 10,824,946, 2020 | 8 | 2020 |
Noisy neural network layers O Pietquin, JL Menick, MG Azar, B Piot, V Mnih, C Blundell, M Fortunato, ... US Patent App. 16/439,026, 2019 | 5 | 2019 |
Response to Comment on “Pushing the frontiers of density functionals by solving the fractional electron problem” J Kirkpatrick, B McMorrow, DHP Turban, AL Gaunt, JS Spencer, ... Science 377 (6606), eabq4282, 2022 | 2 | 2022 |
Curved and anisotropic unstructured mesh generation and adaptivity using the Winslow equations M Fortunato UC Berkeley, 2016 | 1 | 2016 |
Noisy neural network layers with noise parameters MG Azar, M Fortunato, B Piot, OC Pietquin, JL Menick, V Mnih, C Blundell, ... US Patent 11,977,983, 2024 | | 2024 |
Training neural networks using posterior sharpening M Fortunato, C Blundell, O Vinyals US Patent 11,836,630, 2023 | | 2023 |
Simulating physical environments using graph neural networks A Sanchez, JW Godwin, R Ying, T Pfaff, M Fortunato, PW Battaglia US Patent App. 18/027,174, 2023 | | 2023 |
Noisy neural network layers with noise parameters MG Azar, M Fortunato, B Piot, OC Pietquin, JL Menick, V Mnih, C Blundell, ... US Patent 10,839,293, 2020 | | 2020 |