Learning Metastable Dynamics
A novel framework for analyzing metastability using Koopman theory is proposed, using a finite set of system trajectories to learn a representation of the dynamics that defines a latent space in which the system evolves linearly, thereby enabling a systematic characterization of metastable behavior through the spectral...
Rupak Majumdar, Mahmoud Salamati, Nikhil Singh et al.
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