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.
Learning stochastic processes with intrinsic noise from cross-sectional biological data.Proceedings of the National Academy of Sciences, 122(37):e2420621122, 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.