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12/09/2021
Nonparametric inference of stochastic differential equations based on the relative entropy rate
The information detection of complex systems from data is currently unde...
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11/17/2021
Data-driven method to learn the most probable transition pathway and stochastic differential equations
Transition phenomena between metastable states play an important role in...
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11/11/2021
The Most Likely Transition Path for a Class of Distribution-Dependent Stochastic Systems
Distribution-dependent stochastic dynamical systems arise widely in engi...
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09/30/2021
Most Probable Transitions from Metastable to Oscillatory Regimes in a Carbon Cycle System
Global climate changes are related to the ocean's store of carbon. We st...
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03/28/2021