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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:47/0
  |  
提交时间:2022/09/16
composite laminate
mechanical property
layup design
finite element simulation
neural network
Competitiveness Evaluation of Chinese Dairy Industry Based on Accelerated Genetic Algorithm Projection Pursuit Model
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020, 页码: 17
作者:
Chen Hongli
;
Wu Yanyan
;
Liu Xiuli
;
Zhang Wenju
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  |  
浏览/下载:15/0
  |  
提交时间:2021/01/14
Parallelization of Molecular Docking: A Review
期刊论文
CURRENT TOPICS IN MEDICINAL CHEMISTRY, 2018, 卷号: 18, 期号: 12, 页码: 1015-1028
作者:
Dong, Dong
;
Xu, Zhijian
;
Wu, Zhong
;
Peng, Shaoliang
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  |  
浏览/下载:20/0
  |  
提交时间:2019/01/08
Molecular docking
virtual screening
high-performance computing
GPU加速的改进PAM聚类算法研究与应用
期刊论文
地球信息科学学报, 2017
周恩波
;
毛善君
;
李梅
;
孙振明
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  |  
浏览/下载:5/0
  |  
提交时间:2017/12/03
K-Medoids
GPU
K-Medoids
Simulate Anneal Arithmetic
GPU
Parallel Computing
Spatial Clustering Analysis
模拟退火
并行计算
空间聚类分析
Comprehensive evaluation of ice disaster risk of the Ningxia-Inner Mongolia Reach in the upper Yellow River
期刊论文
2015, 卷号: 75, 页码: S179-S197
作者:
Wu, Cheng-Guo
;
Wei, Yi-Ming
;
Jin, Ju-Liang
;
Huang, Qiang
;
Zhou, Yu-Liang
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/20
Ice disaster risk
Risk comprehensive evaluation model
Projection pursuit
Fuzzy clustering
Accelerating genetic algorithm
The Ningxia-Inner Mongolia Reach
DESIGN OF AN ACCELERATING TUBE FOR MEDICAL STANDINGWAVE ACCELERATOR BASED ON GENETIC ALGORITHM’S OPTIMAL CALCULATION
会议论文
Proceedings of the 5th International Particle Accelerator Conference (IPAC 2014), Germany, 2014
作者:
Z.X.Tang
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浏览/下载:4/0
  |  
提交时间:2016/06/22
Forewarning of sustainable utilization of regional water resources: a model based on BP neural network and set pair analysis
期刊论文
NATURAL HAZARDS, 2012, 卷号: 62, 期号: 1, 页码: 13,115-127
Jin, JL
;
Wei, YM
;
Zou, LL
;
Liu, L
;
Zhang, WW
;
Zhou, YL
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  |  
浏览/下载:25/0
  |  
提交时间:2012/11/12
Water security management
Water resources sustainable utilization
Forewarning model
Fuzzy analytic hierarchy process
Back-propagation neural network
Set pair analysis
Genetic algorithm
Design optimization of the APF DTL in the SSC-linac
期刊论文
CHINESE PHYSICS C, 2010, 卷号: 34, 期号: 10, 页码: 1639-1642
作者:
Wu Wei
;
Yang Ya-Qing
;
Xiao Chen
;
Wang Zhi-Jun
;
He Yuan
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  |  
浏览/下载:12/0
  |  
提交时间:2011/04/20
APF linac
phases optimization
MOGA
pattern search method
The costs prediction of AOD furnace based on improved RBF neural network (EI CONFERENCE)
会议论文
2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010, August 24, 2010 - August 26, 2010, Changchun, China
Na T.
;
Zhang D.-J.
;
Hui L.
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浏览/下载:9/0
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提交时间:2013/03/25
In order to predict the cost
a model of cost prediction was set up based on adaptive hierarchical genetic algorithm and RBF neural network. Hierarchical genetic algorithm could optimize the topology and the parameters simultaneously. Compared with simple genetic algorithm
it has more efficiency in not only accelerating and stabilizing the parameters training but also determining the structure of the network. Adaptive crossover and mutation probability could accelerate the speed and avoid prematurity. The model was tested by five samples. The results showed that the prediction model has high prediction accuracy
which indicated that it was applicable to predict the cost by the model. 2010 IEEE.
Accelerating sequence searching: dimensionality reduction method
期刊论文
knowledge and information systems, 2009
Song, Guojie
;
Cui, Bin
;
Zheng, Baihua
;
Xie, Kunqing
;
Yang, Dongqing
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  |  
浏览/下载:5/0
  |  
提交时间:2015/11/10
Sequence similarity search
Sequence embedding
Index
Dimension reduction
ALGORITHM
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