Picture for Jonathan Weare

Jonathan Weare

Can AI weather models predict out-of-distribution gray swan tropical cyclones?

Add code
Oct 19, 2024
Viaarxiv icon

geom2vec: pretrained GNNs as geometric featurizers for conformational dynamics

Add code
Sep 30, 2024
Viaarxiv icon

Convergence of Unadjusted Langevin in High Dimensions: Delocalization of Bias

Add code
Aug 20, 2024
Viaarxiv icon

The surprising efficiency of temporal difference learning for rare event prediction

Add code
May 27, 2024
Viaarxiv icon

Using Explainable AI and Transfer Learning to understand and predict the maintenance of Atlantic blocking with limited observational data

Add code
Apr 12, 2024
Viaarxiv icon

Improved Active Learning via Dependent Leverage Score Sampling

Add code
Oct 08, 2023
Viaarxiv icon

Inexact iterative numerical linear algebra for neural network-based spectral estimation and rare-event prediction

Add code
Mar 22, 2023
Viaarxiv icon

Understanding and eliminating spurious modes in variational Monte Carlo using collective variables

Add code
Nov 11, 2022
Viaarxiv icon

A metric on directed graphs and Markov chains based on hitting probabilities

Add code
Jun 25, 2020
Figure 1 for A metric on directed graphs and Markov chains based on hitting probabilities
Figure 2 for A metric on directed graphs and Markov chains based on hitting probabilities
Figure 3 for A metric on directed graphs and Markov chains based on hitting probabilities
Figure 4 for A metric on directed graphs and Markov chains based on hitting probabilities
Viaarxiv icon

Ensemble preconditioning for Markov chain Monte Carlo simulation

Add code
Jul 13, 2016
Figure 1 for Ensemble preconditioning for Markov chain Monte Carlo simulation
Figure 2 for Ensemble preconditioning for Markov chain Monte Carlo simulation
Figure 3 for Ensemble preconditioning for Markov chain Monte Carlo simulation
Figure 4 for Ensemble preconditioning for Markov chain Monte Carlo simulation
Viaarxiv icon