All Stories

  1. A data-driven approach for discovering the most probable transition pathway for a stochastic carbon cycle system

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, November 2022, American Institute of Physics

    Prof. Jinqiao Duan

  2. Nonparametric inference of stochastic differential equations based on the relative entropy rate

    Article • Mathematical Methods in the Applied Sciences, September 2022, Wiley

    Prof. Jinqiao Duan

  3. An end-to-end deep learning approach for extracting stochastic dynamical systems with α-stable Lévy noise

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, June 2022, American Institute of Physics

    Prof. Jinqiao Duan

  4. An optimal control method to compute the most likely transition path for stochastic dynamical systems with jumps

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, May 2022, American Institute of Physics

    Prof. Jinqiao Duan

  5. Most probable transitions from metastable to oscillatory regimes in a carbon cycle system

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, December 2021, American Institute of Physics

    Prof. Jinqiao Duan

  6. Dynamical behavior of a nonlocal Fokker–Planck equation for a stochastic system with tempered stable noise

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, May 2021, American Institute of Physics

    Prof. Jinqiao Duan

  7. Extracting non-Gaussian governing laws from data on mean exit time

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, November 2020, American Institute of Physics

    Yang Li, Prof. Jinqiao Duan

  8. Detecting the maximum likelihood transition path from data of stochastic dynamical systems

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, November 2020, American Institute of Physics

    Prof. Jinqiao Duan

  9. Discovering transition phenomena from data of stochastic dynamical systems with Lévy noise

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, September 2020, American Institute of Physics

    Prof. Jinqiao Duan

  10. The role of slow manifolds in parameter estimation for a multiscale stochastic system with α-stable Lévy noise

    Article • Journal of Mathematical Physics, July 2020, American Institute of Physics

    Prof. Jinqiao Duan

  11. Global solution and blow-up of the stochastic nonlinear Schrödinger system

    Article • Journal of Mathematical Physics, June 2020, American Institute of Physics

    Prof. Jinqiao Duan

  12. New Framework to Accurately Predict the Effect of Abrupt Climate Changes

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, January 2020, American Institute of Physics

    Prof. Jinqiao Duan

  13. The influences of correlated spatially random perturbations on first passage time in a linear-cubic potential

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, October 2019, American Institute of Physics

    Prof. Jinqiao Duan

  14. Discovering mean residence time and escape probability from data of stochastic dynamical systems

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, September 2019, American Institute of Physics

    Prof. Jinqiao Duan

  15. Slow manifolds for a nonlocal fast-slow stochastic system with stable Lévy noise

    Article • Journal of Mathematical Physics, September 2019, American Institute of Physics

    Prof. Jinqiao Duan

  16. Centre manifolds for infinite dimensional random dynamical systems

    Article • Dynamics and Stability of Systems, October 2018, Taylor & Francis

    Prof. Jinqiao Duan, Xiaopeng Chen

  17. Nonlocal Zakai equation for systems with stable Levy noise

    Article • Advances in Applied Probability, September 2015, Cambridge University Press

    Prof. Jinqiao Duan

  18. Ensemble Averaging for Dynamical Systems Under Fast Oscillating Random Boundary Conditions

    Article • Stochastic Analysis and Applications, October 2014, Taylor & Francis

    Prof. Jinqiao Duan

  19. Invariant Manifolds for Random and Stochastic Partial Differential Equations

    Article • Advanced Nonlinear Studies, January 2010, De Gruyter

    Prof. Jinqiao Duan