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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
Discovery of PDEs driven by data with sharp gradient or discontinuity
期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 卷号: 140, 页码: 33-43
作者:
Wang, Kang
;
Zhang L(张磊)
;
Tang, Shaoqiang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/06/15
System identification
Partial differential equations
Gaussian process
Discontinuous data
Machine learning
Parallel Learning-Based Steering Control for Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 1, 页码: 379-389
作者:
Tian, Fangyin
;
Li, Zhiheng
;
Wang, Fei-Yue
;
Li, Li
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/16
Vehicle dynamics
Trajectory
Data models
Training data
Autonomous vehicles
Training
Predictive models
Autonomous driving
learning based control
parallel learning
steering control
Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head
期刊论文
ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2022, 卷号: 16, 期号: 1, 页码: 2190-2205
作者:
Chen, Dawei
;
Sun ZX(孙振旭)
;
Yao, Shuanbao
;
许盛峰Xu, Shengfeng
;
Yin B(银波)
收藏
  |  
浏览/下载:383/0
  |  
提交时间:2022/12/20
Aerodynamic force
inverse design
high-speed train
SVM
numerical simulation
wind tunnel test
Dynamics of fractional N-soliton solutions with anomalous dispersions of integrable fractional higher-order nonlinear Schrodinger equations
期刊论文
CHAOS, 2022, 卷号: 32, 期号: 12, 页码: 12
作者:
Weng, Weifang
;
Zhang, Minghe
;
Zhang, Guoqiang
;
Yan, Zhenya
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Data-driven rogue waves and parameters discovery in nearly integrable PT-symmetric Gross-Pitaevskii equations via PINNs deep learning
期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2022, 卷号: 439, 页码: 12
作者:
Zhong, Ming
;
Gong, Shibo
;
Tian, Shou-Fu
;
Yan, Zhenya
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
GeneralizedGrossPitaevskiiequation
ComplexPT-symmetricpotentials
Physics-informeddeepneuralnetworks
Data-driven rogue waves and parameters discovery discovery
New integrable multi-Levy-index and mixed fractional nonlinear soliton hierarchies
期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 164, 页码: 6
作者:
Zhenya Yan
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  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Multi-Levy-index and mix-index fractional soliton hierarchy
Integrable fractional system
Anomalous dispersion relation
Inverse scattering
Riemann-Hilbert problem
Solitons
Asteroid Photometric Phase Functions From Bayesian Lightcurve Inversion
期刊论文
FRONTIERS IN ASTRONOMY AND SPACE SCIENCES, 2022, 卷号: 9
作者:
Muinonen, Karri
;
Uvarova, Elizaveta
;
Martikainen, Julia
;
Penttilä, Antti
;
Cellino, Alberto
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/07/11
asteroid
lightcurve
phase curve
phase function
absolute magnitude
convex inversion
asteroid taxonomy
Gaia mission
graph convolution based residual connected network for morphological reconstruction in fluorescence molecular tomography
会议论文
美国, 2022-2
作者:
Wang Y(王宇)
;
Bian C(边畅)
;
Du Y(杜洋)
;
Tian J(田捷)
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/14
Fluorescence molecular tomography
Graph convolution network
Object-Based Reliable Visual Navigation for Mobile Robot
期刊论文
SENSORS, 2022, 卷号: 22
作者:
Wang, Fan
;
Zhang, Chaofan
;
Zhang, Wen
;
Fang, Cuiyun
;
Xia, Yingwei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/05/05
topological path planning
visual navigation
object-level topological semantic map
Bernstein polynomial
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