most citedPredicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks

26 citations · 26 across the 1 of their papers we have counts for

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1 paper

cond-mat.mtrl-sci2020★ 26 cited

Predicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks

Yixuan Sun, Imad Hanhan, Michael D. Sangid +1

Evaluating the mechanical response of fiber-reinforced composites can be extremely time consuming and expensive. Machine learning (ML) techniques offer a means for faster predictio…