研究论文
An LSTM model with optimal feature selection for predictions of tensile behavior and tensile failure of polymer matrix composites
Jaewook Lee, Nagyeong Lee, Jinkyung Son, Dongil Shin
Myongji University
来源Korean Journal of Chemical Engineering
年份2023
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工程Mechanical Behavior of Composites
Natural Fiber Reinforced Composites · Fiber-reinforced polymer composites
参考文献 27
First-principles molecular dynamics study of a polymer under tensile stress
被引 53Ute F. Röhrig, Irmgard Frank · The Journal of Chemical Physics · 2001
Process similarity and developing new process models through migration
被引 71Junde Lu, Kexin Yao, Furong Gao · AIChE Journal · 2009
Mechanical behaviour of polypropylene composites containing fine mineral filler: Effect of filler surface treatment
被引 187Pascale Mareri, Stéphane Bastide, N. Binda · Composites Science and Technology · 1998
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施引文献 17
Applications of Long Short-Term Memory (LSTM) Networks in Polymeric Sciences: A Review
被引 122Ivan Malashin, В С Тынченко, Andrei Gantimurov · Polymers · 2024
A review on recent applications of machine learning in mechanical properties of composites
被引 82Yi Liang, Xinyue Wei, Yongyue Peng · Polymer Composites · 2024
Enhancing machining accuracy of banana fiber-reinforced composites with ensemble machine learning
被引 53S. Saravanakumar, S. Sathiyamurthy, V. Vinoth · Measurement · 2024
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