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Qi Liu
Qi Liu
Post-Doctoral Research Fellow at Tokyo Institute of Technology, Japan
Verified email at mail.nwpu.edu.cn
Title
Cited by
Cited by
Year
Solving Fokker-Planck equation using deep learning
Y Xu, H Zhang, Y Li, K Zhou, Q Liu, J Kurths
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (1), 013133, 2020
1022020
Bistability and stochastic jumps in an airfoil system with viscoelastic material property and random fluctuations
Q Liu, Y Xu, J Kurths
Communications in Nonlinear Science and Numerical Simulation 84, 105184, 2020
552020
Dynamical responses of airfoil models with harmonic excitation under uncertain disturbance
Y Xu, Q Liu, G Guo, C Xu, D Liu
Nonlinear Dynamics 89, 1579-1590, 2017
512017
Rate-dependent tipping-delay phenomenon in a thermoacoustic system with colored noise
XY Zhang, Y Xu, Q Liu, J Kurths
Science China Technological Sciences 63 (11), 2315-2327, 2020
472020
The sliding mode control for an airfoil system driven by harmonic and colored Gaussian noise excitations
Q Liu, Y Xu, C Xu, J Kurths
Applied Mathematical Modelling 64, 249-264, 2018
442018
Active vibration suppression of a novel airfoil model with fractional order viscoelastic constitutive relationship
Q Liu, Y Xu, J Kurths
Journal of Sound and vibration 432, 50-64, 2018
442018
Complex nonlinear dynamics and vibration suppression of conceptual airfoil models: A state-of-the-art overview
Q Liu, Y Xu, J Kurths, X Liu
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (6), 062101, 2022
352022
Fixed-interval smoothing of an aeroelastic airfoil model with cubic or free-play nonlinearity in incompressible flow
Q Liu, Y Xu, Y Li, J Kurths, X Liu
Acta Mechanica Sinica 37 (7), 1168-1182, 2021
252021
Solving Fokker–Planck equations using deep KD-tree with a small amount of data
H Zhang, Y Xu, Q Liu, X Wang, Y Li
Nonlinear Dynamics 108 (4), 4029-4043, 2022
232022
Rate-dependent bifurcation dodging in a thermoacoustic system driven by colored noise
X Zhang, Y Xu, Q Liu, J Kurths, C Grebogi
Nonlinear Dynamics 104, 2733-2743, 2021
202021
Complex dynamics of a conceptual airfoil structure with consideration of extreme flight conditions
Q Liu, Y Xu, Y Li
Nonlinear Dynamics 111 (16), 14991-15010, 2023
172023
Neural network-based parameter estimation of stochastic differential equations driven by Lévy noise
X Wang, J Feng, Q Liu, Y Li, Y Xu
Physica A: Statistical Mechanics and its Applications 606, 128146, 2022
142022
Rate-dependent tipping and early warning in a thermoacoustic system under extreme operating environment
X Zhang, Y Xu, Q Liu, J Kurths, C Grebogi
Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (11), 113115, 2021
142021
Deep learning framework for solving Fokker–Planck equations with low-rank separation representation
H Zhang, Y Xu, Q Liu, Y Li
Engineering Applications of Artificial Intelligence 121, 106036, 2023
102023
Early warning of noise-induced catastrophic high-amplitude oscillations in an airfoil model
J Ma, Q Liu, Y Xu, J Kurths
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (3), 033119, 2022
92022
Dynamic responses of a conceptual two-dimensional airfoil in hypersonic flows with random perturbations
W Guo, Y Xu, Y Li, Q Liu, X Liu
Journal of Fluids and Structures 121, 103920, 2023
72023
Deep learning-based parameter estimation of stochastic differential equations driven by fractional Brownian motions with measurement noise
J Feng, X Wang, Q Liu, Y Li, Y Xu
Communications in Nonlinear Science and Numerical Simulation 127, 107589, 2023
62023
Extreme events in a class of nonlinear Duffing-type oscillators with a parametric periodic force
D Zhao, Y Li, Y Xu, Q Liu, J Kurths
The European Physical Journal Plus 137 (3), 314, 2022
42022
Shimmy dynamics in a dual-wheel nose landing gear with freeplay under stochastic wind disturbances
X Du, Y Xu, Q Liu, C Liu, X Yue, X Liu, J Kurths
Nonlinear Dynamics 112 (4), 2477-2499, 2024
22024
The occurrence mechanisms of extreme events in a class of nonlinear Duffing-type systems under random excitations
D Zhao, Y Li, Q Liu, H Zhang, Y Xu
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (8), 083109, 2023
12023
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Articles 1–20