研究论文
Multi-objective optimization of AFP thermoplastic composites via few-shot data augmentation and two-stage explainable machine learning
Xiankun Qu, Lei He, Yuehua Chen, Congze Fan, Wenzhe Song, Jing-Hua Zheng, Rui Xiao
Shandong University of Technology Nanjing University of Aeronautics and Astronautics
来源Composite Structures
年份2026
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计算机 / AIAdvanced Multi-Objective Optimization Algorithms
Machine Learning in Materials Science · Mechanical Behavior of Composites
参考文献 32
Contribution of thermo-mechanical parameters and friction to the bonding of thermoplastic tapes in the tape winding process
被引 30Mikhael Tannous, Anaïs Barasinski, Christophe Binétruy · Journal of Materials Processing Technology · 2015
Optimized damage identification in CFRP plates by reduced mode shapes and GA-ANN methods
被引 81Guilherme Ferreira Gomes, Fabrício Alves de Almeida, Diego Morais Junqueira · Engineering Structures · 2018
The effect of processing temperature on wedge peel strength of CF/PA 6 laminates manufactured in a laser tape placement process
被引 47C.M. Stokes-Griffin, A. Kollmannsberger, Paul Compston · Composites Part A Applied Science and Manufacturing · 2019
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