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科研机构
力学研究所 [11]
内容类型
期刊论文 [11]
发表日期
2024 [11]
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共11条,第1-10条
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发表日期:2024
专题:力学研究所
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Operation optimization of cement clinker production line based on neural network and genetic algorithm
期刊论文
ENERGY, 2024, 卷号: 303, 页码: 10
作者:
Pan, Lisheng
;
Guo, Yuan
;
Mu, Bai
;
Shi, Weixiu
;
Wei, Xiaolin
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浏览/下载:0/0
  |  
提交时间:2024/07/26
Cement kiln
Cement clinker production
Operation optimization
Back -propagation (BP) neural network
Genetic algorithm (GA)
Machine learning-based determination of Mode II translaminar fracture toughness of composite laminates from simple V-notched shear tests
期刊论文
COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING, 2024, 卷号: 184, 页码: 14
作者:
Qiu, Cheng
;
Gui, Yizhuo
;
Ma, Jiwen
;
Song, Hongwei
;
Yang, Jinglei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/07/08
Composite laminates
Fracture toughness
Fracture mechanics
Machine learning
Reducing flow fluctuation using deep reinforcement learning with a CNN-based flow feature model
期刊论文
OCEAN ENGINEERING, 2024, 卷号: 306, 页码: 10
作者:
Ye SR(叶舒然)
;
Zhang, Zhen
;
Wang YW(王一伟)
;
Huang CG(黄晨光)
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  |  
浏览/下载:3/0
  |  
提交时间:2024/07/04
Deep reinforcement learning
Flow feature detection
Flow around two square cylinders
Position optimisation
Deep learning
A data-driven approach to integrated equilibrium-temporal scour forecasting at complex-pier structures using hybrid neural networks
期刊论文
OCEAN ENGINEERING, 2024, 卷号: 303, 页码: 15
作者:
Yang, Yifan
;
Shao, Dong
;
Wang, Yiwei
;
Dai, Sida
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  |  
浏览/下载:7/0
  |  
提交时间:2024/06/17
Pier scour
Hybrid neural network
Physical consistency
Temporal scour forcasting
Predictive control based on LSTM for suspension operation of maglev vehicle
期刊论文
JOURNAL OF VIBRATION AND CONTROL, 2024, 页码: 15
作者:
Liu MJ(刘梦娟)
;
Fu, Shanqiang
;
Wu H(吴晗)
;
Liang, Xin
;
Zhang WW(张伟为)
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浏览/下载:0/0
  |  
提交时间:2024/07/04
Maglev vehicle
dynamic response prediction
neural network
feedforward control
suspension gap fluctuation
A novel mooring system anomaly detection framework for SEMI based on improved residual network with attention mechanism and feature fusion
期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 245, 页码: 21
作者:
Mao, Yixuan
;
Li, Xiaorong
;
Duan, Menglan
;
Feng, Yongcun
;
Wang, Jinjia
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/04/29
Mooring line anomaly detection
Residual network
Feature fusion
Semi-submersible platform
Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution
期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
作者:
Liu, Yi
;
Wang, Shizhao
;
Zhang, Xin-Lei
;
He, Guowei
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  |  
浏览/下载:9/0
  |  
提交时间:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models
期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
作者:
Luo, Qingyong
;
Zhang, Xin-Lei
;
He, Guowei
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  |  
浏览/下载:10/0
  |  
提交时间:2024/05/14
Quantum-classical rate coefficient datasets of vibrational energy transfer in carbon monoxide based on highly accurate potential energy surface
期刊论文
JOURNAL OF CHEMICAL PHYSICS, 2024, 卷号: 160, 期号: 8, 页码: 15
作者:
Hong, Qizhen
;
Storchi, Loriano
;
Coletti, Cecilia
;
Li, Jia
;
Sun, Quanhua
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  |  
浏览/下载:5/0
  |  
提交时间:2024/05/14
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:7/0
  |  
提交时间:2024/02/19
PINNs
Aircraft ground taxiing model
Fokker-Planck equations
Inverse problem
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