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W

Wantao Jia

northwestern polytechnical university
H指数:12
被引数:540
浏览量:0

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Deep Neural Network-Monte Carlo Framework for Stochastic Dynamic Response Prediction Under Combined Continuous and Jump Excitations

基于深度神经网络-蒙特卡洛框架的复合连续与跳跃激励下的随机动态响应预测

Communications in Nonlinear Science and Numerical Simulation
IF3.8
2026-09-110
PRE
Xiaotong Feng; Wanrong Zan; Shichao Ma; Wantao Jia
Global sensitivity evolution of vertical ride quality for high-speed maglev trains

高速磁悬浮列车垂直乘坐质量的全球灵敏度演化

International Journal of Non-Linear Mechanics
IF3.2
2026-05-230
PRE
Ni, Fei; Fan, Lin; Zheng, Qinghua; Niu, Lizhi; Jia, Wantao
Stochastic Resonance of a Dielectric Elastomer Bistable System Driven by Multiplicative and Additive Gaussian White Noises

由乘性和加性高斯白噪声驱动的介电弹性体双稳系统的随机共振

Journal of Vibration Engineering & Technologies
IF2.4
2026-05-090
PRE
He, Meijuan; Xing, Qiongdan; Jia, Wantao; Zhang, Jiangang
First passage probability of overturning problem for the rocking motion of rigid block excited by the Poisson white noise

刚性块体受泊松白噪声激励的摇摆运动的翻转首次穿越概率问题

Probabilistic Engineering Mechanics
IF3.5
2026-04-090
PRE
Muyan Bai; Shichao Ma; Ping Han; Wantao Jia; Xin Ning
Stochastic response analysis of a galloping energy harvesting system under Gaussian white noise excitations
Nonlinear Dynamics
IF6
2026-01-300
PRE
Meijuan He; Zhilong Di; Wantao Jia; Jiangang Zhang
Probabilistic Density Evolution of Maglev Train Levitation Systems Using Residual-Augmented Physics-Informed Neural Networks

基于残差增强物理信息神经网络的磁悬浮列车悬浮系统概率密度演化

Reliability Engineering & System Safety
IF11
2025-12-030
PRE
Fei Ni; Lin Fan; Qinghua Zheng; Wantao Jia
Neural network-based probabilistic tracking control for levitation systems under stochastic track irregularities

基于神经网络的概率跟踪控制，用于应对随机轨道不平顺性的悬浮系统

Probabilistic Engineering Mechanics
IF3.5
2025-11-240
PRE
Wantao Jia; Zhengrong Jin; Fei Ni; Weiqiu Zhu
AI-powered prediction of hybrid nanofluid dynamics over a cylinder via LM optimized neural network approach

基于LM优化神经网络方法的圆柱体上混合纳米流体动力学的AI驱动预测

Scientific Reports
IF3.9
2025-10-240
OA
Muhammad Imran; Wantao Jia; Syed Tauseef Saeed; Jihad Younis; Mubashir Qayyum; Abdulrahman A. Almehizia
Machine learning-based Bayesian regularization algorithm for thermal analysis of tri-hybrid nanofluid flow over a stretched sheet

基于机器学习的贝叶斯正则化算法在拉伸板上方三复合纳米流体流动的热分析中的应用

International Communications in Heat and Mass Transfer
IF6.4
2025-10-010
PRE
Muhammad Imran; Mohib Hussain; Wantao Jia; Nehad Ali Shah; Bagh Ali
Dynamic reliability analysis of systems under combined Gaussian and Poisson white noise by time-varying extreme value process

在复合高斯和泊松白噪声下的系统动态可靠性分析：基于时变极值过程

Reliability Engineering & System Safety
IF11
2025-08-050
PRE
Wantao Jia; Qinyu Guo; Mengze Lyu; Wanrong Zan
Physics-informed machine learning for robust inverse problem solving in maglev train levitation systems under noisy measurement

物理信息机器学习在噪声测量下用于磁悬浮列车悬浮系统的鲁棒逆问题求解

Nonlinear Dynamics
IF6
2025-07-100
PRE
Fei Ni; Yawen Dai; Qinghua Zheng; Wantao Jia
Design of feedback control of levitation system excited by track irregularity for targeting a pre-specified stationary probability density
JOURNAL OF SOUND AND VIBRATION
IF4.9
2025-07-070
PRE
Jia, Wantao; Jin, Zhengrong; Zan, Wanrong; Ni, Fei
Neural controller for targeting a desired stationary distribution in stochastic systems

用于在随机系统中瞄准期望平稳分布的神经控制器

INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS
IF3.2
2025-07-010
PRE
Jia, Wantao; Jiao, Zhe; Jin, Zhengrong
Stochastic resonance in time-delayed bistable coupled network systems driven by Gaussian white noise

受高斯白噪声驱动的时滞双稳耦合网络系统中的随机共振

CHINESE JOURNAL OF PHYSICS
IF4.6
2024-11-010
PRE
He, Meijuan; Li, Lingyun; Jia, Wantao; Zhang, Jiangang
Probability density of the solution to nonlinear systems driven by Gaussian and Poisson white noises
PROBABILISTIC ENGINEERING MECHANICS
IF3.5
2024-07-012
PRE
Jia, Wantao; Jiao, Zhe; Zan, Wanrong; Zhu, Weiqiu
Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks
NONLINEAR DYNAMICS
IF6
2024-01-091
PRE
Zhang, Ying; Jin, Zhengrong; Wang, Long; Zheng, Kaixin; Jia, Wantao
A novel method for solving response of stochastic vibro-impact systems with two stoppers
JOURNAL OF SOUND AND VIBRATION
IF4.9
2023-08-013
PRE
Ma, Shichao; Ning, Xin; Wang, Liang; Zhang, Jinxiu; Jia, Wantao; Han, Ping
Stochastic Dynamics of Suspension System in Maglev Train: Governing Equations for Response Statistics and Reliability
INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS
IF3.4
2023-03-287
PRE
Jia, Wantao; Luo, Mingxia; Ni, Fei
Dynamical analysis of an SDOF quasi-linear system with jump noises and multitime-delayed feedback forces
INTERNATIONAL JOURNAL OF MECHANICAL SYSTEM DYNAMICS
IF3.6
2022-07-131
OAAI
Jia, Wantao; Luo, Mingxia; Hao, Mengli; Xu, Yong
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method
PROBABILISTIC ENGINEERING MECHANICS
IF3.5
2022-04-0126
PRE
Zan, Wanrong; Jia, Wantao; Xu, Yong

研究方向

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W
Wanrong Zan
H 指数:8论文数:21被引数:229
Y
Yong Xu
H 指数:44论文数:385被引数:6,422
W
Weiqiu Zhu
H 指数:32论文数:174被引数:3,852
F
Fei Ni
H 指数:9论文数:35被引数:227
Z
Zhengrong Jin
H 指数:3论文数:14被引数:25
S
Shichao Ma
H 指数:10论文数:54被引数:259
W
Wei Xu
H 指数:29论文数:259被引数:3,228
M
Meijuan He
H 指数:14论文数:56被引数:728
L
Lin Fan
H 指数:15论文数:46被引数:874
Q
Qinghua Zheng
H 指数:7论文数:30被引数:147