52 citations · 53 across the 2 of their papers we have counts for
3 papers
quant-ph2022★ 3 cited
Automatic Evolution of Machine-Learning based Quantum Dynamics with Uncertainty Analysis
Kunni Lin, Jiawei Peng, Chao Xu +2
The machine learning approaches are applied in the dynamical simulation of open quantum systems. The long short-term memory recurrent neural network (LSTM-RNN) models are used to s…
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…
cond-mat.mtrl-sci2009★ 52 cited
Knot-isomers of Moebius Cyclacene: How Does the Number of Knots Influence the Structure and First Hyperpolarizability?
Hong-Liang Xu, Zhi-Ru Li, Zhong-Min Su +2
Four large ring molecules composed by 15 nitrogen-substituted benzene rings, named as "knot-isomers of Moebius cyclacene", i.e. non-Moebius cyclacenes without a knot (0), Moebius c…