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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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math.NA2026

High-Dimensional Enhanced Sampling via Regularized Path-Dependent McKean--Vlasov Dynamics using Tensor Density Approximation

Liyao Lyu, Siyu Guo, Huan Lei

Sampling from high-dimensional Gibbs measures poses a challenge when the energy landscape consists of multiple metastable states. Enhanced-sampling methods mitigate this difficulty…

physics.plasm-ph2026

From molecular dynamics to kinetic models: data-driven generalized collision operators in 1D3V plasmas

Yue Zhao, Guosheng Fu, Huan Lei

We present a data-driven approach for constructing generalized collisional kinetic models for inhomogeneous plasmas in one-dimensional physical space and three-dimensional velocity…