11 citations · 34 across the 10 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
physics.chem-ph2021★ 1 cited
Simulation of Open Quantum Dynamics with Bootstrap-Based Long Short-Term Memory Recurrent Neural Network
Kunni Lin, Jiawei Peng, Feng Long Gu +1
The recurrent neural network with the long short-term memory cell (LSTM-NN) is employed to simulate the long-time dynamics of open quantum system. The bootstrap method is applied i…
physics.chem-ph2021★ 1 cited
An automatic approach to explore multi-reaction mechanism for medium-sized bimolecular reactions via collision dynamics simulations and transition state searches
Qinghai Cui, Jiawei Peng, Chao Xu +1
We develop a broadly-applicable computational method for the automatic exploration of the bimolecular multi-reaction mechanism. The current methodology mainly involves the high-ene…