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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
收藏
  |  
浏览/下载:0/0
  |  
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
Evaluation of machine learning method in genomic selection for growth traits of Pacific white shrimp
期刊论文
AQUACULTURE, 2024, 卷号: 581, 页码: 9
作者:
Luo, Zheng
;
Yu, Yang
;
Bao, Zhenning
;
Li, Fuhua
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  |  
浏览/下载:20/0
  |  
提交时间:2024/04/07
Growth traits
Genomic selection
Auto-machine learning
Prediction accuracy
Litopeneaus vannamei
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者:
Qing Xu
;
Min Wu
;
Edwin Khoo
;
Zhenghua Chen
;
Xiaoli Li
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  |  
浏览/下载:26/0
  |  
提交时间:2023/01/03
Deep learning
early prediction
lithium-ion battery
remaining useful life (RUL)
Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者:
Aditya Joshi
;
Skieler Capezza
;
Ahmad Alhaji
;
Mo-Yuen Chow
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  |  
浏览/下载:9/0
  |  
提交时间:2023/06/14
Consensus
energy management system (EMS)
reinforcement learning
supervised learning
GWAS-assisted genomic prediction of cadmium accumulation in maize kernel with machine learning and linear statistical methods
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2023, 卷号: 441
作者:
Yan, Huili
;
Guo, Hanyao
;
Xu, Wenxiu
;
Dai, Changhua
;
Kimani, Wilson
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  |  
浏览/下载:20/0
  |  
提交时间:2024/03/07
Genomic prediction
Maize Cd accumulation
Machine learning
Linear statistical methods
Accelerating the Layup Sequences Design of Composite Laminates via Theory-Guided Machine Learning Models
期刊论文
POLYMERS, 2022, 卷号: 14, 期号: 15, 页码: 14
作者:
Liao, Zhenhao
;
Qiu, Cheng
;
Yang, Jun
;
Yang, Jinglei
;
Yang, Lei
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  |  
浏览/下载:45/0
  |  
提交时间:2022/09/16
composite laminate
mechanical property
layup design
finite element simulation
neural network
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:
Tao, Wei
;
Wu, Gao-Wei
;
Tao, Qing
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  |  
浏览/下载:15/0
  |  
提交时间:2022/06/10
Heavy-ball (HB) methods
individual convergence
machine learning
momentum methods
nonsmooth optimization
sparsity
Multi-agent deep reinforcement learning for end–edge orchestrated resource allocation in industrialwireless networks
期刊论文
Frontiers of Information Technology & Electronic Engineering, 2022, 卷号: 23, 期号: 1, 页码: 47-60
作者:
Liu XY(刘晓宇)
;
Xu C(许驰)
;
Yu HB(于海斌)
;
Zeng P(曾鹏)
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  |  
浏览/下载:19/0
  |  
提交时间:2022/01/27
Multi-agent deep reinforcement learning
End–edge orchestrated
Industrial wireless networks
Delay
Energy consumption
Transformer-Based Generative Model Accelerating the Development of Novel BRAF Inhibitors
期刊论文
ACS OMEGA, 2021, 卷号: 6, 期号: 49, 页码: 33864-33873
作者:
Yang, Lijuan
;
Yang, Guanghui
;
Bing, Zhitong
;
Tian, Yuan
;
Niu, Yuzhen
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/04/11
EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 9, 页码: 13
作者:
Fang, Jiemin
;
Chen, Yukang
;
Zhang, Xinbang
;
Zhang, Qian
;
Huang, Chang
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  |  
浏览/下载:42/0
  |  
提交时间:2021/11/02
architecture transfer
neural architecture search
evolutionary algorithm
large-scale dataset
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