Intelligent dissipative particle dynamics: Bridging mesoscopic models from microscopic simulations via deep neural networks

2022/12/16 by Ting Ye, Baocai Jing, Dingyi Pan · 2 citations
Materials Science · #Block Copolymer Self-Assembly #Material Dynamics and Properties #Machine Learning in Materials Science

paper · doi:10.1016/j.jcp.2022.111857

Citations

• The multiscale coarse-graining method. I. A rigorous bridge between atomistic and coarse-grained models
• Fast Parallel Algorithms for Short-Range Molecular Dynamics
• Perspective: Coarse-grained models for biomolecular systems

Cited by

• Non-Markovian intelligent dissipative particle dynamics integrated with machine learning for enhancing coarse-grained simulations
• Self-averaging parameter estimation for coarse-grained particle models