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A machine learning method for computing quasi-potential of stochastic dynamical systems |
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| Authors: | Li Yang Xu Shengyuan Duan Jinqiao Liu Xianbin Chu Yuming |
| Affiliation: | 1.School of Automation, Nanjing University of Science and Technology, Nanjing, 210094, China ;2.Departments of Applied Mathematics & Physics, Illinois Institute of Technology, Chicago, IL, 60616, USA ;3.State Key Laboratory of Mechanics and Control of Mechanical Structures, College of Aerospace Engineering, Nanjing University of Aeronautics and Astronautics, 29 Yudao Street, Nanjing, 210016, China ;4.School of Science, Huzhou University, Huzhou, 313000, China ; |
| Abstract: | Nonlinear Dynamics - The concept of quasi-potential plays a central role in understanding the mechanisms of rare events and characterizing the statistics of transition behaviors in stochastic... |
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