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Jianyu Hu

  1. A Structure-Preserving Kernel Method for Learning Hamiltonian Systems
    2024/03/15 by Jianyu Hu, Hu, Jianyu, Juan‐Pablo Ortega +3 · 6 citations
    Computer Science · Engineering · Physics and Astronomy · #Control and Stability of Dynamical Systems #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  2. Data-driven method to learn the most probable transition pathway and stochastic differential equation
    2023/01/01 by Xiaoli Chen, Jinqiao Duan, Jianyu Hu +1 · 2 citations
  3. Slow manifolds for stochastic systems with non-Gaussian stable Lévy noise
    2017/02/27 by Shenglan Yuan, Yuan, Shenglan, Jianyu Hu +5 · 1 citation
    Environmental Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Dynamical Systems (math.DS) #Ecosystem dynamics and resilience #FOS: Mathematics #stochastic dynamics and bifurcation