Articles with public access mandates - Ting GaoLearn more
Available somewhere: 12
Mean exit time and escape probability for dynamical systems driven by Lévy noises
T Gao, J Duan, X Li, R Song
SIAM Journal on Scientific Computing 36 (3), A887-A906, 2014
Mandates: National Natural Science Foundation of China
Fokker–Planck equations for stochastic dynamical systems with symmetric Lévy motions
T Gao, J Duan, X Li
Applied Mathematics and Computation 278, 1-20, 2016
Mandates: US National Science Foundation, National Natural Science Foundation of China
Neural network stochastic differential equation models with applications to financial data forecasting
L Yang, T Gao, Y Lu, J Duan, T Liu
Applied Mathematical Modelling 115, 279-299, 2023
Mandates: National Natural Science Foundation of China
Detecting the maximum likelihood transition path from data of stochastic dynamical systems
M Dai, T Gao, Y Lu, Y Zheng, J Duan
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (11), 2020
Mandates: US National Science Foundation, National Natural Science Foundation of China
An end-to-end deep learning approach for extracting stochastic dynamical systems with α-stable Lévy noise
C Fang, Y Lu, T Gao, J Duan
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (6), 2022
Mandates: National Natural Science Foundation of China
Learning the temporal evolution of multivariate densities via normalizing flows
Y Lu, R Maulik, T Gao, F Dietrich, IG Kevrekidis, J Duan
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (3), 2022
Mandates: US Department of Energy, US Department of Defense
An optimal control method to compute the most likely transition path for stochastic dynamical systems with jumps
W Wei, T Gao, X Chen, J Duan
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (5), 2022
Mandates: National Natural Science Foundation of China
Quantifying model uncertainty in dynamical systems driven by non-Gaussian Lévy stable noise with observations on mean exit time or escape probability
T Gao, J Duan
Communications in Nonlinear Science and Numerical Simulation 39, 1-6, 2016
Mandates: US National Science Foundation
Dynamical inference for transitions in stochastic systems with α-stable Lévy noise
T Gao, J Duan, X Kan, Z Cheng
Journal of Physics A: Mathematical and Theoretical 49 (29), 294002, 2016
Mandates: US National Science Foundation
Learning effective dynamics from data-driven stochastic systems
L Feng, T Gao, M Dai, J Duan
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (4), 2023
Mandates: National Natural Science Foundation of China
Model-based reinforcement learning with non-Gaussian environment dynamics and its application to portfolio optimization
H Huang, T Gao, P Li, J Guo, P Zhang, N Du, J Duan
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (8), 2023
Mandates: National Natural Science Foundation of China
LÉVY INDUCED STOCHASTIC DIFFERENTIAL EQUATION EQUIPPED WITH NEURAL NETWORK FOR TIME SERIES FORECASTING
L Yang, T Gao, Y Lu, J Duan, T Liu
arXiv preprint arXiv:2111.13164, 2021
Mandates: National Natural Science Foundation of China
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