2 papers
cs.CE2021
Data-driven Coarse-grained Modeling of Non-equilibrium Systems
Shu Wang, Zhan Ma, Wenxiao Pan
Modeling a high-dimensional Hamiltonian system in reduced dimensions with respect to coarse-grained (CG) variables can greatly reduce computational cost and enable efficient bottom…
cs.CE2021
Transfer Learning of Memory Kernels in Coarse-grained Modeling
Zhan Ma, Shu Wang, Minhee Kim +3
The present work concerns the transferability of coarse-grained (CG) modeling in reproducing the dynamic properties of the reference atomistic systems across a range of parameters.…