Peter Wirnsberger

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Weather Forecasting

Top Venues

Mach. Learn. Sci. Technol.

NeurIPS Datasets and Benchmarks

Publications

Valentin De Bortoli, Michael J. Hutchinson, Peter Wirnsberger, Arnaud Doucet
Target Score Matching. CoRR (2024)
Peter Wirnsberger, Borja Ibarz, George Papamakarios
Estimating Gibbs free energies via isobaric-isothermal flows. Mach. Learn. Sci. Technol. 4 (3) (2023)
Peter Wirnsberger, Borja Ibarz, George Papamakarios
Gibbs free energies via isobaric-isothermal flows. CoRR (2023)
Peter Wirnsberger, George Papamakarios, Borja Ibarz, Sébastien Racanière, Andrew J. Ballard, Alexander Pritzel, Charles Blundell
Normalizing flows for atomic solids. Mach. Learn. Sci. Technol. 3 (2) (2022)
Meire Fortunato, Tobias Pfaff, Peter Wirnsberger, Alexander Pritzel, Peter W. Battaglia
MultiScale MeshGraphNets. CoRR (2022)
Rémi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Alexander Pritzel, Suman V. Ravuri, Timo Ewalds, Ferran Alet, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Jacklynn Stott, Oriol Vinyals, Shakir Mohamed, Peter W. Battaglia
GraphCast: Learning skillful medium-range global weather forecasting. CoRR (2022)
Aleksandar Botev, Andrew Jaegle, Peter Wirnsberger, Daniel Hennes, Irina Higgins
Which priors matter? Benchmarking models for learning latent dynamics. NeurIPS Datasets and Benchmarks (2021)
Irina Higgins, Peter Wirnsberger, Andrew Jaegle, Aleksandar Botev
SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision. CoRR (2021)
Irina Higgins, Peter Wirnsberger, Andrew Jaegle, Aleksandar Botev
SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision. NeurIPS (2021)
Aleksandar Botev, Andrew Jaegle, Peter Wirnsberger, Daniel Hennes, Irina Higgins
Which priors matter? Benchmarking models for learning latent dynamics. CoRR (2021)