Temperature steerable flows and Boltzmann generators

Boltzmann generators approach the sampling problem in many-body physics by combining a normalizing flow and a statistical reweighting method to generate samples in thermodynamic equilibrium. The equilibrium distribution is usually defined by an energy function and a thermodynamic state. Here, we pro...

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Bibliographic Details
Main Authors: Manuel Dibak, Leon Klein, Andreas Krämer, Frank Noé
Format: Article
Language:English
Published: American Physical Society 2022-10-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.4.L042005