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Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks
期刊论文
NONLINEAR DYNAMICS, 2024, 页码: 16
作者:
Zhang, Ying
;
Jin, Zhengrong
;
Wang L(王笼)
;
Zheng, Kaixin
;
Jia, Wantao
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/19
PINNs
Aircraft ground taxiing model
Fokker-Planck equations
Inverse problem
Nonlinear wave interactions on the surface of a conducting fluid under vertical electric fields
期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2023, 卷号: 446, 页码: 133651
作者:
Gao, Tao
;
Wang Z(王展)
;
VandenBroeck, JeanMarc
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  |  
浏览/下载:8/0
  |  
提交时间:2023/06/15
Wave interactions
Gravity -capillary waves
Electrohydrodynamics
A novel hybrid IGA-EIEQ numerical method for the Allen-Cahn/Cahn-Hilliard equations on complex curved surfaces
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 卷号: 404, 页码: 21
作者:
Pan, Qing
;
Chen, Chong
;
Zhang, Yongjie Jessica
;
Yang, Xiaofeng
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  |  
浏览/下载:18/0
  |  
提交时间:2023/02/07
Loop subdivision
IGA-EIEQ
Decoupled
Unconditional energy stability
Allen-Cahn
Cahn-Hilliard
Dynamics of 1D and 3D quantum droplets in parity-time-symmetric harmonic-Gaussian potentials with two competing nonlinearities
期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2022, 卷号: 442, 页码: 15
作者:
Song, Jin
;
Yan, Zhenya
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  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Amended Gross-Pitaevskii equations
PT -symmetric potential
Quantum droplets
Stable solitons
Soliton interactions and excitations
Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator
期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14
作者:
Zhong, Ming
;
Yan, Zhenya
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  |  
浏览/下载:11/0
  |  
提交时间:2023/02/07
Integrable fractional nonlinear wave equations
Fourier neural operator
Deep learning
Data-driven soliton mapping
Activation function
Channel of fully-connected layer
Stable solitons and peakons, quantum information entropies, interactions, and excitations for generalized PT-symmetric NLS equations
期刊论文
WAVE MOTION, 2022, 卷号: 115, 页码: 15
作者:
Song, Jin
;
Zhou, Zijian
;
Dong, Huanhe
;
Yan, Zhenya
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Generalized nonlinear Schr?dinger equation
PT-symmetric potentials
Stable solitons and peakons
Quantum information entropy
Soliton interactions and adiabatic
excitations
Seismic optimization of variable friction pendulum tuned mass damper with hysteretic damping characteristic
期刊论文
Soil Dynamics and Earthquake Engineering, 2022, 卷号: 160
作者:
Xiang, Yue
;
Tan, Ping
;
He, Hui
;
Shang, Jiying
;
Zhang, Yafei
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  |  
浏览/下载:22/0
  |  
提交时间:2022/07/20
Damping
Earthquakes
Equations of motion
Fixed point arithmetic
Frequency domain analysis
Hysteresis
Nonlinear equations
Pendulums
Closed form solutions
Damping characteristics
Fixed point theory
Friction Pendulum
Hysteretic damping
Seismic mitigation
Tuned mass damper systems
Tuned mass dampers
Variable friction pendulum
Variable frictions
Artificial neural network based response surface for data-driven dimensional analysis
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 459, 页码: 19
作者:
Xu, Zhaoyue
;
Zhang, Xinlei
;
Wang, Shizhao
;
He, Guowei
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/18
Artificial neural network
Response surface
Data-driven dimensional analysis
Machine learning
Fluid-structure interaction
Physics-informed neural networks for phase-field method in two-phase flow
期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 5, 页码: 15
作者:
Qiu, Rundi
;
Huang, Renfang
;
Xiao, Yao
;
Wang, Jingzhu
;
Zhang, Zhen
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2022/07/18
Energy-preserving fully-discrete schemes for nonlinear stochastic wave equations with multiplicative noise
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 451, 页码: 20
作者:
Hong, Jialin
;
Hou, Baohui
;
Sun, Liying
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  |  
浏览/下载:12/0
  |  
提交时间:2022/04/29
Compact finite difference method
Interior penalty discontinuous Galerkin finite element method
Pade approximation
Averaged energy evolution law
Stochastic wave equation
Multiplicative noise
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