3 papers
physics.chem-ph2025
Reducing Weighted Ensemble Variance With Optimal Trajectory Management
Won Hee Ryu, John D. Russo, Mats S. Johnson +7
Weighted ensemble (WE) is an enhanced path-sampling method that is conceptually simple, widely applicable, and statistically exact. In a WE simulation, an ensemble of trajectories…
math.PR2024
Metastability in the stochastic nearest-neighbor Kuramoto model of coupled phase oscillators
Nils Berglund, Georgi S. Medvedev, Gideon Simpson
The Kuramoto model (KM) of coupled phase-oscillators is analyzed in this work. The KM on a Cayley graph possesses a family of steady state solutions called twisted states. Topo…
math.NA2024
The fast committor machine: Interpretable prediction with kernels
D. Aristoff, M. Johnson, G. Simpson +1
In the study of stochastic systems, the committor function describes the probability that a system starting from an initial configuration will reach a set before a set .…