2022 CSI Workshop: Deep Modeling for Molecular Simulation Posted on 2022-07-08 Word count in article: 124 Reading time ≈ 1 mins.Lecture 1: Deep Potential Method for Molecular Simulation, Roberto CarLecture 2: Deep Potential at Scale, Linfeng ZhangLecture 3: Towards a Realistic Description of H3O+ and OH- Transport, Robert A. DiStasio Jr.Lecture 4: Next Generation Quantum and Deep Learning Potentials, Darrin YorkLecture 5: Linear Response Theory of Transport in Condensed Matter, Stefano BaroniLecture 6: Deep Modeling with Long-Range Electrostatic Interactions, Chunyi ZhangHands-on session 4: Machine learning of Wannier centers and dipolesHands-on session 5: Long range electrostatic interactions with DPLRHands-on session 6: Concurrent learning with DP-GEN