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Machine Learning-Accelerated First-Principles Study of Atomic Configuration and Ionic Diffusion in Li
10
GeP
2
S
12
Solid Electrolyte
期刊论文
MATERIALS, 2024, 卷号: 17, 期号: 8, 页码: 14
作者:
Qi, Changlin
;
Zhou, Yuwei
;
Yuan XZ(袁晓泽)
;
Peng Q(彭庆)
;
Yang, Yong
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浏览/下载:0/0
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提交时间:2024/05/27
Li10GeP2S12 solid electrolyte
first-principles calculation
Ewald-summation-based electrostatic energy
machine learning- and active-learning-based LAsou method
ab initio molecular dynamics
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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提交时间:2024/04/19
deep learning
landslide
dynamic process
Fourier neural operator
data-driven method
Research, Application and Future Prospect of Mode Decomposition in Fluid Mechanics
期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 2, 页码: 22
作者:
Long, Yun
;
Guo, Xi'an
;
Xiao TB(肖天白)
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提交时间:2024/04/15
fluid mechanics
modal decomposition technology
proper orthogonal decomposition
Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
作者:
Qi, Jifeng
;
Sun, Guimin
;
Xie, Bowen
;
Li, Delei
;
Yin, Baoshu
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提交时间:2024/04/07
machine learning
convolutional neural network (CNN)
ocean subsurface salinity structure (OSSS)
Indian Ocean
satellite observations
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
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浏览/下载:2/0
  |  
提交时间:2024/02/19
PINNs
Aircraft ground taxiing model
Fokker-Planck equations
Inverse problem
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics
期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Zheng, Hanle
;
Zheng, Zhong
;
Hu, Rui
;
Xiao, Bo
;
Wu, Yujie
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浏览/下载:4/0
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提交时间:2024/02/21
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
作者:
Jin, Qizhao
;
Zhang, Xinbang
;
Xiao, Xinyu
;
Wang, Ying
;
Meng, Gaofeng
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浏览/下载:4/0
  |  
提交时间:2024/02/21
Data mining
multimodal knowledge discovery
precipitation nowcasting
Adaptive Optimal Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
作者:
Jianguo Zhao
;
Chunyu Yang
;
Weinan Gao
;
Linna Zhou
;
Xiaomin Liu
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  |  
浏览/下载:1/0
  |  
提交时间:2024/02/19
Adaptive optimal control
decentralized control
output regulation
reinforcement learning (RL)
singularly perturbed systems (SPSs)
Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者:
Fei Ming
;
Wenyin Gong
;
Ling Wang
;
Yaochu Jin
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浏览/下载:0/0
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提交时间:2024/03/18
Constrained multi-objective optimization
deep Q-learning
deep reinforcement learning (DRL)
evolutionary algorithms
evolutionary operator selection
Micropillar compression using discrete dislocation dynamics and machine learning
期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2024, 卷号: 14, 期号: 1, 页码: 100484
作者:
Tao, Jin
;
Wei DA(魏德安)
;
Yu, Junshi
;
Kan, Qianhua
;
Kang, Guozheng
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提交时间:2024/01/15
Discrete dislocation dynamics simulations
Machine learning
Size effects
Orientation effects
Microstructural features
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