Alert button
Picture for Peter Wirnsberger

Peter Wirnsberger

Alert button

Target Score Matching

Feb 13, 2024
Valentin De Bortoli, Michael Hutchinson, Peter Wirnsberger, Arnaud Doucet

Viaarxiv icon

Gibbs free energies via isobaric-isothermal flows

May 22, 2023
Peter Wirnsberger, Borja Ibarz, George Papamakarios

Figure 1 for Gibbs free energies via isobaric-isothermal flows
Figure 2 for Gibbs free energies via isobaric-isothermal flows
Figure 3 for Gibbs free energies via isobaric-isothermal flows
Figure 4 for Gibbs free energies via isobaric-isothermal flows
Viaarxiv icon

GraphCast: Learning skillful medium-range global weather forecasting

Dec 24, 2022
Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Alexander Pritzel, Suman Ravuri, Timo Ewalds, Ferran Alet, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Jacklynn Stott, Oriol Vinyals, Shakir Mohamed, Peter Battaglia

Figure 1 for GraphCast: Learning skillful medium-range global weather forecasting
Figure 2 for GraphCast: Learning skillful medium-range global weather forecasting
Figure 3 for GraphCast: Learning skillful medium-range global weather forecasting
Figure 4 for GraphCast: Learning skillful medium-range global weather forecasting
Viaarxiv icon

MultiScale MeshGraphNets

Oct 02, 2022
Meire Fortunato, Tobias Pfaff, Peter Wirnsberger, Alexander Pritzel, Peter Battaglia

Figure 1 for MultiScale MeshGraphNets
Figure 2 for MultiScale MeshGraphNets
Figure 3 for MultiScale MeshGraphNets
Figure 4 for MultiScale MeshGraphNets
Viaarxiv icon

Normalizing flows for atomic solids

Nov 16, 2021
Peter Wirnsberger, George Papamakarios, Borja Ibarz, Sébastien Racanière, Andrew J. Ballard, Alexander Pritzel, Charles Blundell

Figure 1 for Normalizing flows for atomic solids
Figure 2 for Normalizing flows for atomic solids
Figure 3 for Normalizing flows for atomic solids
Figure 4 for Normalizing flows for atomic solids
Viaarxiv icon

SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision

Nov 10, 2021
Irina Higgins, Peter Wirnsberger, Andrew Jaegle, Aleksandar Botev

Figure 1 for SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
Figure 2 for SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
Figure 3 for SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
Figure 4 for SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
Viaarxiv icon

Which priors matter? Benchmarking models for learning latent dynamics

Nov 09, 2021
Aleksandar Botev, Andrew Jaegle, Peter Wirnsberger, Daniel Hennes, Irina Higgins

Figure 1 for Which priors matter? Benchmarking models for learning latent dynamics
Figure 2 for Which priors matter? Benchmarking models for learning latent dynamics
Figure 3 for Which priors matter? Benchmarking models for learning latent dynamics
Viaarxiv icon

Targeted free energy estimation via learned mappings

Feb 12, 2020
Peter Wirnsberger, Andrew J. Ballard, George Papamakarios, Stuart Abercrombie, Sébastien Racanière, Alexander Pritzel, Danilo Jimenez Rezende, Charles Blundell

Figure 1 for Targeted free energy estimation via learned mappings
Figure 2 for Targeted free energy estimation via learned mappings
Figure 3 for Targeted free energy estimation via learned mappings
Figure 4 for Targeted free energy estimation via learned mappings
Viaarxiv icon