Search Results for author: Luke Evans

Found 2 papers, 2 papers with code

Sharp error estimates for target measure diffusion maps with applications to the committor problem

1 code implementation22 Dec 2023 Shashank Sule, Luke Evans, Maria Cameron

Remarkably, we find that the TMDmap algorithm is particularly suited as a meshless solver to the committor problem due to the cancellation of several error terms in the prefactor formula.

From latent dynamics to meaningful representations

1 code implementation2 Sep 2022 Dedi Wang, Yihang Wang, Luke Evans, Pratyush Tiwary

We show this is a more natural constraint for representation learning in stochastic dynamical systems, with the crucial ability to uniquely identify the ground truth representation.

Representation Learning

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