Kunni Lin

Automatic Evolution of Machine-Learning-Based Quantum Dynamics with Uncertainty Analysis.

Z. Lan, F. Gu, Jiawei Peng, 2022, Journal of chemical theory and computation.

Trajectory Propagation of Symmetrical Quasi-classical Dynamics with Meyer-Miller Mapping Hamiltonian Using Machine Learning.

Z. Lan, F. Gu, Jiawei Peng, 2022, The journal of physical chemistry letters.

Prediction of the excited-state reaction channels in photo-induced processes of nitrofurantoin using first-principle calculations and dynamics simulations.

Z. Lan, F. Gu, Chao Xu, 2021, Chemosphere.

Ultrafast Internal Conversion Dynamics through the on-the-Fly Simulation of Transient Absorption Pump-Probe Spectra with Different Electronic Structure Methods.

Z. Lan, F. Gu, M. Gelin, 2021, The journal of physical chemistry letters.

Realization of the Trajectory Propagation in the MM-SQC Dynamics by Using Machine Learning

Z. Lan, Jiawei Peng, Chao Xu, 2022, 2207.05556.

Simulation of Open Quantum Dynamics with Bootstrap-Based Long Short-Term Memory Recurrent Neural Network.

Z. Lan, F. Gu, Jiawei Peng, 2021, The journal of physical chemistry letters.