152 citations · 411 across the 16 of their papers we have counts for
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physics.comp-ph2016★ 24 cited
Systematic parameter inference in stochastic mesoscopic modeling
Huan Lei, Xiu Yang, Zhen Li +1
We propose a method to efficiently determine the optimal coarse-grained force field in mesoscopic stochastic simulations of Newtonian fluid and polymer melt systems modeled by diss…
physics.comp-ph2016★ 152 cited
Data-driven parameterization of the generalized Langevin equation
Huan Lei, Nathan Baker, Xiantao Li
We present a data-driven approach to determine the memory kernel and random noise in generalized Langevin equations. To facilitate practical implementations, we parameterize the ke…