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Peter Wirnsberger
Peter Wirnsberger
Isomorphic Labs
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Titel
Zitiert von
Zitiert von
Jahr
Learning skillful medium-range global weather forecasting
R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ...
Science 382 (6677), 1416-1421, 2023
866*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
1582015
Multiscale meshgraphnets
M Fortunato, T Pfaff, P Wirnsberger, A Pritzel, P Battaglia
arXiv preprint arXiv:2210.00612, 2022
962022
Targeted free energy estimation via learned mappings
P Wirnsberger, AJ Ballard, G Papamakarios, S Abercrombie, S Racanière, ...
J. Chem. Phys. 153 (14), 144112, 2020
882020
Normalizing flows for atomic solids
P Wirnsberger, G Papamakarios, B Ibarz, S Racaniere, AJ Ballard, ...
Machine Learning: Science and Technology 3 (2), 025009, 2022
462022
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
292021
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
292016
Controlling cargo trafficking in multicomponent membranes
T Curk, P Wirnsberger, J Dobnikar, D Frenkel, A Šarić
Nano Letters 18 (9), 5350-5356, 2018
272018
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
262022
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
152017
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
102018
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
72024
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
62021
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
42014
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
22019
The grid orientation effect in miscible displacement
P Wirnsberger
Cavendish Laboratory, University of Cambridge, 2012
22012
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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