cs.AI, physics.chem-ph, physics.comp-ph

Learning noisy phase transition dynamics from stochastic partial differential equations

arXiv:2604.09664v1 Announce Type: cross
Abstract: The non-equilibrium dynamics of mesoscale phase transitions are fundamentally shaped by thermal fluctuations, which not only seed instabilities but actively control kinetic pathways, including rare bar…