works on
bistable systems 1data-driven analysis 1koopman operator 1large deviation theory 1metastability 1stochastic dynamics 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cond-mat.stat-mech2026

Data-driven analysis of metastability in a stochastic bistable system

Ankan Banerjee, Manuel Santos Gutierrez, John Moroney +1

The paper introduces a data‑driven method using the Koopman operator to identify slow inter‑well transitions and fast saddle escapes in a stochastic bistable system, validating esc…