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Yang Li

Nanjing University of Science and Technology

No.219, Ningliu Road

Nanjing, 210094

China

  • Nanjing University of Science and Technology

SCHOLARLY PAPERS

4

DOWNLOADS

126

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

Controlling Mean Exit Time of Stochastic Dynamical Systems Based on Quasipotential and Machine Learning

Number of pages: 16 Posted: 04 Feb 2023
Yang Li, Shenglan Yuan and Shengyuan Xu
Nanjing University of Science and Technology, University of Augsburg and Nanjing University of Science and Technology
Downloads 43 (1,145,425)

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Stochastic control, Machine learning, Quasipotential, Mean exit time

2.

Kernel Methods for the Computation of Quasi-Potentials in Stochastic Dynamical Systems

Number of pages: 18 Posted: 24 Jun 2025
Jonghyeon Lee, BOUMEDIENE HAMZI, Yang Li, HOUMAN OWHADI, Umesh Vaidya and Naiming Xie
affiliation not provided to SSRN, California Institute of Technology (Caltech), Nanjing University of Science and Technology, California Institute of Technology (Caltech), Clemson University and Nanjing University of Aeronautics and Astronautics
Downloads 31 (1,332,057)
Citation 1

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Quasi-potential, kernel methods, rare events, large deviation theory

3.

Detecting the Most Probable High Dimensional Transition Pathway Based on Optimal Control Theory

Number of pages: 24 Posted: 14 Mar 2023
Jianyu Chen, Ting Gao, Yang Li and Jinqiao Duan
Huazhong University of Science and Technology, Huazhong University of Science and Technology, Nanjing University of Science and Technology and Illinois Institute of Technology
Downloads 27 (1,359,097)

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and Phrases: Most probable transition pathway, optimal control, Pontryagin's Maximum Principle, method of successive approximations, neural networks

4.

Nonlinear Dynamics of Gear Systems via Physics-Informed Learning: From Inverse Identification to Asymmetric Stiffness Mechanisms

Number of pages: 30 Posted: 04 Mar 2026
Jianlong Wang, Yang Li, Naige Wang, Xiaolei Leng and Zhi Yan
Wenzhou University, Nanjing University of Science and Technology, Zhejiang University - Zhoushan Hospital, affiliation not provided to SSRN and Shandong University of Science and Technology
Downloads 25 (1,436,435)

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Gear Transmission Model, physics-informed neural networks, Time-Varying Meshing Stiffness, Inverse Problem