| Learning skillful medium-range global weather forecasting R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ... Science 382 (6677), 1416-1421, 2023 | 875* | 2023 |
| An enhanced version of the heat exchange algorithm with excellent energy conservation properties. P Wirnsberger, D Frenkel, C Dellago Journal of Chemical Physics 143 (12), 2015 | 158 | 2015 |
| Multiscale meshgraphnets M Fortunato, T Pfaff, P Wirnsberger, A Pritzel, P Battaglia arXiv preprint arXiv:2210.00612, 2022 | 97 | 2022 |
| Targeted free energy estimation via learned mappings P Wirnsberger, AJ Ballard, G Papamakarios, S Abercrombie, S Racanière, ... J. Chem. Phys. 153 (14), 144112, 2020 | 89 | 2020 |
| Normalizing flows for atomic solids P Wirnsberger, G Papamakarios, B Ibarz, S Racaniere, AJ Ballard, ... Machine Learning: Science and Technology 3 (2), 025009, 2022 | 47 | 2022 |
| Which priors matter? benchmarking models for learning latent dynamics A Botev, A Jaegle, P Wirnsberger, D Hennes, I Higgins arXiv preprint arXiv:2111.05458, 2021 | 29 | 2021 |
| Non-equilibrium simulations of thermally induced electric fields in water P Wirnsberger, D Fijan, A Šarić, M Neumann, C Dellago, D Frenkel Journal of Chemical Physics 144 (22), 224102, 2016 | 29 | 2016 |
| Controlling cargo trafficking in multicomponent membranes T Curk, P Wirnsberger, J Dobnikar, D Frenkel, A Šarić Nano Letters 18 (9), 5350-5356, 2018 | 27 | 2018 |
| GraphCast: Learning skillful medium-range global weather forecasting, arXiv R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ... arXiv preprint arXiv:2212.12794, 2022 | 26 | 2022 |
| Numerical Evidence for Thermally Induced Monopoles P Wirnsberger, D Fijan, RA Lightwood, A Šarić, C Dellago, D Frenkel Proceedings of the National Academy of Sciences, 2017 | 15 | 2017 |
| Graphcast: Learning skillful medium-range global weather forecasting (2022) R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ... URL https://arxiv. org/abs/2212.12794, 0 | 14 | |
| Theoretical prediction of thermal polarization P Wirnsberger, C Dellago, D Frenkel, A Reinhardt Physical Review Letters 120 (22), 226001, 2018 | 10 | 2018 |
| Estimating Gibbs free energies via isobaric-isothermal flows P Wirnsberger, B Ibarz, G Papamakarios Machine Learning: Science and Technology 4 (3), 035039, 2023 | 9* | 2023 |
| Target Score Matching V De Bortoli, M Hutchinson, P Wirnsberger, A Doucet arXiv preprint arXiv:2402.08667, 2024 | 7 | 2024 |
| Symetric: Measuring the quality of learnt hamiltonian dynamics inferred from vision I Higgins, P Wirnsberger, A Jaegle, A Botev Advances in Neural Information Processing Systems 34, 25591-25605, 2021 | 6 | 2021 |
| High-order simulation of foam enhanced oil recovery JM Van der Meer, DEA Van Odyck, P Wirnsberger, JD Jansen ECMOR XIV-14th European Conference on the Mathematics of Oil Recovery 2014 …, 2014 | 4 | 2014 |
| Microscopic analysis of thermo-orientation in systems of off-centre Lennard-Jones particles R Jack, P Wirnsberger, A Reinhardt Journal of Chemical Physics 150 (13), 134501, 2019 | 2 | 2019 |
| The grid orientation effect in miscible displacement P Wirnsberger Cavendish Laboratory, University of Cambridge, 2012 | 2 | 2012 |
| Optimizing Free Energy Estimation with Machine Learning P Wirnsberger, A Ballard, G Papamakarios, S Abercrombie, S Racanière, ... APS March Meeting Abstracts 2021, P22. 005, 2021 | | 2021 |
| Improved Decision Making in Structural Causal Bandits P Wirnsberger, J Mitrovic, C Blundell, L Buesing NeurIPS 2019 CasualML Workshop, 2019 | | 2019 |
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