Flux Matching learns current velocity u(z) and scalar potential h(z) from reactive trajectories via quadratic minimization to trace pathways and provide reaction coordinates for adaptive sampling.
Model-free learning of probability flows: Eluci- dating the nonequilibrium dynamics of flocking.Physical Review Letters, 133, 2025
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Reactive Flux Matching: Mechanism Discovery and Adaptive Sampling of Rare Events
Flux Matching learns current velocity u(z) and scalar potential h(z) from reactive trajectories via quadratic minimization to trace pathways and provide reaction coordinates for adaptive sampling.