Learning noisy phase transition dynamics from stochastic partial differential equations

Luning Sun, Van Hai Nguyen, Shusen Liu +2

The non-equilibrium dynamics of mesoscale phase transitions are fundamentally shaped by thermal fluctuations, which not only seed instabilities but actively control kinetic pathway…