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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
DERnet: a deep neural network for end-to-end reconstruction in magnetic particle imaging
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2024, 卷号: 69, 期号: 1, 页码: 15
作者:
Peng, Zhengyao
;
Yin, Lin
;
Sun, Zewen
;
Liang, Qian
;
Ma, Xiaopeng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
magnetic particle imaging
end-to-end reconstruction
deep learning
image reconstruction
Real-Time Acoustic Holography With Physics-Based Deep Learning for Robotic Manipulation
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 10
作者:
Zhong, Chengxi
;
Li, Jiaqi
;
Sun, Zhenhuan
;
Li, Teng
;
Guo, Yao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Index Terms-Acoustic holography (AH)
inverse kinematics
phased array of transducers (PAT)
robotic manipulation
A Data-Driven Iterative Learning Approach for Optimizing the Train Control Strategy
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 7, 页码: 7885-7893
作者:
Su, Shuai
;
Zhu, Qingyang
;
Liu, Junqing
;
Tang, Tao
;
Wei, Qinglai
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Deep reinforcement learning (RL)
driving strategy
energy-efficient train control (EETC)
soft actorcritic (SAC)
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
Hilbert transformation deep learning network for single-shot moire profilometry
期刊论文
OPTICS AND LASERS IN ENGINEERING, 2023, 卷号: 160
作者:
Ma, Pu
;
Du, Hubing
;
Ma, Yueyang
;
Zhang, Gaopeng
;
Wang, Feng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/10/14
Moir? profilometry
Phase demodulation
2D Hilbert transform
Deep 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
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  |  
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
Recovering Gravity from Satellite Altimetry Data Using Deep Learning Network
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 11
作者:
Zhu, Chengcheng
;
Yang, Lei
;
Bian, Hongwei
;
Li, Houpu
;
Guo, Jinyun
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/12/13
Gravity
Deep learning
Sea measurements
Satellites
Underwater vehicles
Training
Data models
gravity anomaly
multichannel convolutional neural network (MCCNN)
satellite altimetry
Index Terms
submarine topography
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
Uncertainty Estimation Based Doubly Robust Learning for Debiasing Recommendation
会议论文
Chengdu China, Nov. 26 - 28, 2022
作者:
Su CY(粟晨阳)
;
Qiang Liu(刘强)
;
Liang Wang(王亮)
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/06/29
Exposure-interaction
Recommender System
Doubly Robust
Selection Bias
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