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A Deep Learning Method for Dynamic Process Modeling of Real Landslides Based on Fourier Neural Operator
期刊论文
EARTH AND SPACE SCIENCE, 2024, 卷号: 11, 期号: 3, 页码: 13
作者:
Chen, Yanglong
;
Ouyang, Chaojun
;
Xu, Qingsong
;
Yang, Weibin
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浏览/下载:0/0
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提交时间:2024/04/19
deep learning
landslide
dynamic process
Fourier neural operator
data-driven method
Clustering dimensionless learning for multiple-physical-regime systems
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
作者:
Zhang, Lei
;
Xu ZY(许昭越)
;
Wang SZ(王士召)
;
He GW(何国威)
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  |  
浏览/下载:2/0
  |  
提交时间:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
A soft-packaged and portable rehabilitation glove capable of closed-loop fine motor skills
期刊论文
NATURE MACHINE INTELLIGENCE, 2023, 页码: 14
作者:
Sui, Mengli
;
Ouyang, Yiming
;
Jin, Hu
;
Chai, Zhenyi
;
Wei, Changyang
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  |  
浏览/下载:8/0
  |  
提交时间:2023/10/30
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
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  |  
浏览/下载:14/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Predicting continuum breakdown with deep neural networks
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
作者:
Xiao TB(肖天白)
;
Schotthoefer, Steffen
;
Frank, Martin
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  |  
浏览/下载:10/0
  |  
提交时间:2023/09/05
Computational fluid dynamics
Kinetic theory
Boltzmann equation
Multi-scale method
Deep learning
A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:
Du, Wenbo
;
Chen, Shenwen
;
Li, Zhishuai
;
Cao, Xianbin
;
Lv, Yisheng
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Airport traffic flow
predictive models
deep learning
causality graph
spatiotemporal analysis
Linearizing Battery Degradation for Health-Aware Vehicle Energy Management
期刊论文
IEEE TRANSACTIONS ON POWER SYSTEMS, 2023, 卷号: 38, 期号: 5, 页码: 4890-4899
作者:
Li, Shuangqi
;
Zhao, Pengfei
;
Gu, Chenghong
;
Huo, Da
;
Li, Jianwei
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  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Electric vehicle
battery energy storage system
battery aging
model-data-driven method
energy management
vehicle to grid
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
Optimal adaptive nonpharmaceutical interventions to mitigate the outbreak of respiratory infections following the COVID-19 pandemic: a deep reinforcement learning study in Hong Kong, China
期刊论文
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2023, 页码: 9
作者:
Yao, Yao
;
Zhou, Hanchu
;
Cao, Zhidong
;
Zeng, Daniel Dajun
;
Zhang, Qingpeng
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Covid-19
reinforcement learning
artificial intelligence
machine learning
mathematical modelling
infectious diseases
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
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  |  
浏览/下载:7/0
  |  
提交时间:2023/06/15
System identification
Partial differential equations
Gaussian process
Discontinuous data
Machine learning
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