Prediction of two-phase composite microstructure properties through deep learning of reduced dimensional structure-response data
(2021)
Journal Article
Ammasai Sengodan, G. (2021). Prediction of two-phase composite microstructure properties through deep learning of reduced dimensional structure-response data. Composites Part B: Engineering, 225, https://doi.org/10.1016/j.compositesb.2021.109282
A novel method to predict the mechanical responses of arbitrary microstructures from the deep learning of microstructures and their stress-strain response is presented in this work. Two-phase microstructural images that consist of different grain siz... Read More about Prediction of two-phase composite microstructure properties through deep learning of reduced dimensional structure-response data.