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20232026
most citedData-driven learning of the generalized Langevin equation with state-dependent memory

2 citations · 2 across the 7 of their papers we have counts for

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physics.comp-ph2023

Consensus-based adaptive sampling and approximation for high-dimensional energy landscapes

Liyao Lyu, Huan Lei

We present a consensus-based framework that unifies phase space exploration with posterior-residual-based adaptive sampling for surrogate construction in high-dimensional energy la…

physics.comp-ph2023★ 2 cited

Data-driven learning of the generalized Langevin equation with state-dependent memory

Pei Ge, Zhongqiang Zhang, Huan Lei

We present a data-driven method to learn stochastic reduced models of complex systems that retain a state-dependent memory beyond the standard generalized Langevin equation (GLE) w…