Publications

  1. Pei Ge, Zhongqiang Zhang, Huan Lei*. 2024. "Data-Driven Learning of the Generalized Langevin Equation with State-Dependent Memory" Physical Review Letters
  2. Pei Ge, Linfeng Zhang, Huan Lei*. 2022. "Machine learning assisted coarse-grained molecular dynamics modeling of meso-scale interfacial fluids" The Journal of Chemical Physics
  3. Zhiyuan She, Pei Ge, Huan Lei*. 2022. "Data-driven construction of stochastic reduced dynamics encoded with non-Markovian features" The Journal of Chemical Physics
  4. Lidong Fang, Pei Ge, Lei Zhang, Weinan E, Huan Lei*. 2022. "DeePN2: A Deep Learning-Based Non-Newtonian Hydrodynamic Model" Journal of Machine Learning