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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)
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
Characterization of oxidative damage induced by nanoparticles via mechanism-driven machine learning approaches
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 卷号: 871, 页码: 11
作者:
Wang, Xiaoqing
;
Li, Fei
;
Teng, Yuefa
;
Ji, Chenglong
;
Wu, Huifeng
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  |  
浏览/下载:0/0
  |  
提交时间:2024/01/26
Toxic effects
Machine learning
Risk assessment
Mechanism -driven analysis
TiO2-based engineered nanoparticles(nTiO2)
Machine learning versus crop growth models: an ally, not a rival
期刊论文
AOB PLANTS, 2023, 卷号: 15, 期号: 2, 页码: 7
作者:
Zhang, Ningyi
;
Zhou, Xiaohan
;
Kang, Mengzhen
;
Hu, Bao-Gang
;
Heuvelink, Ep
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Knowledge
and data-driven modelling
Machine learning
Process-based models
yield prediction
Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461
作者:
Xiaoyu Jiang
;
Xiangyin Kong
;
Zhiqiang Ge
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  |  
浏览/下载:8/0
  |  
提交时间:2023/05/29
Curse of dimensionality
data augmentation
data-driven modeling
industrial processes
machine learning
A knowledge-driven constructive heuristic algorithm for the distributed assembly blocking flow shop scheduling problem
期刊论文
Expert Systems with Applications, 2022, 卷号: 202
作者:
Yang, Yahong
;
Li, Xun
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  |  
浏览/下载:23/0
  |  
提交时间:2022/06/20
Benchmarking
Heuristic algorithms
Job shop scheduling
Machine shop practice
Assembly completion time
Blocking flow shops
Completion time
Constructive heuristic
Constructive heuristic algorithm
Distributed assembly blocking flow shop scheduling problem
Distributed flow
Flow shop scheduling problem
Knowledge-driven constructive heuristic algorithm
Neighbourhood
Artificial neural network based response surface for data-driven dimensional analysis
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 459, 页码: 19
作者:
Xu, Zhaoyue
;
Zhang, Xinlei
;
Wang, Shizhao
;
He, Guowei
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  |  
浏览/下载:17/0
  |  
提交时间:2022/07/18
Artificial neural network
Response surface
Data-driven dimensional analysis
Machine learning
Fluid-structure interaction
Development of an Integrated Haptic Sensor System for Multimodal Human-Computer Interaction Using Ultrasonic Array and Cable Robot
期刊论文
IEEE Sensors Journal, 2022, 卷号: 22, 期号: 5, 页码: 4634-4643
作者:
Fan, Liqiang
;
Song, Aiguo
;
Zhang, Haochen
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  |  
浏览/下载:11/0
  |  
提交时间:2022/04/21
Feedback
Haptic interfaces
Human computer interaction
Machine design
Mechanisms
Ultrasonic transducers
Virtual reality
Cable robot
Cable-driven
Cable-driven parallel force
Driven force
Haptic feedbacks
Haptic sensors
Haptic stimuli
Multimodal haptics
Sensor systems
Ultrasonic tactile
Physics-driven machine learning model on temperature and time-dependent deformation in lithium metal and its finite element implementation
期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2021, 卷号: 153, 页码: 104481
作者:
Wen JC(温济慈)
;
Zou, Qingrong
;
Wei YJ(魏宇杰)
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  |  
浏览/下载:11/0
  |  
提交时间:2022/10/25
Physics-driven machine learning
Lithium-metal anode
Creep
Finite-element analysis
Constitutive model
Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
作者:
Shiming Liu
;
Yifan Xia
;
Zhusheng Shi
;
Hui Yu
;
Zhiqiang Li
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/04/09
Data-driven deep learning
deep learning
deep neural network (DNN)
intelligent manufacturing
machine learning
sheet metal forming
springback
theory-guided deep learning
theory-guided regularization
Downscaling Satellite Retrieved Soil Moisture Using Regression Tree-Based Machine Learning Algorithms Over Southwest France
期刊论文
EARTH AND SPACE SCIENCE, 2020, 卷号: 7, 期号: 10, 页码: 25
作者:
Liu, Yangxiaoyue
;
Xia, Xiaolin
;
Yao, Ling
;
Jing, Wenlong
;
Zhou, Chenghu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/16
satellite
based soil moisture
downscale
machine learning
regression tree
driven algorithms
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