2 papers
stat.ML2025
Generative modeling of conditional probability distributions on the level-sets of collective variables
Fatima-Zahrae Akhyar, Wei Zhang, Gabriel Stoltz +1
Given a probability distribution in represented by data, we study in this paper the generative modeling of the corresponding conditional probability distribution…
physics.chem-ph2023
Analyzing multimodal probability measures with autoencoders
Tony Lelièvre, Thomas Pigeon, Gabriel Stoltz +1
Finding collective variables to describe some important coarse-grained information on physical systems, in particular metastable states, remains a key issue in molecular dynamics.…