Contrastive learning of dynamical representations for enhanced molecular sampling

Kai Zhu, Jintu Zhang, Pietro Novelli +2

Identifying collective variables that capture slow dynamical modes is essential for sampling rare events in complex systems. Existing machine-learning approaches often require pred…