18 citations · 18 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2025
A unified framework for data-driven construction of stochastic reduced models with state-dependent memory
Zhiyuan She, Liyao Lyu, Bryan Ronain Smith +1
We present a unified framework for the data-driven construction of stochastic reduced models with state-dependent memory for high-dimensional Hamiltonian systems. The method addres…
physics.comp-ph2022★ 18 cited
Data-driven construction of stochastic reduced dynamics encoded with non-Markovian features
Zhiyuan She, Pei Ge, Huan Lei
One important problem in constructing the reduced dynamics of molecular systems is the accurate modeling of the non-Markovian behavior arising from the dynamics of unresolved varia…