Transformer Learning of Chaotic Collective Dynamics in Many-Body Systems

Ho Jang, Gia-Wei Chern

Learning reduced descriptions of chaotic many-body dynamics is fundamentally challenging: although microscopic equations are Markovian, collective observables exhibit strong memory…