The present treatise offers an investigation into the operative mechanisms of stress redistribution and notch insensitivity of the prepreg-based, long-fiber discontinuous …
A deep convolutional neural network (DCNN) was used for microstructure reconstruction using artificial intelligence (MR-AI) by predicting local average fiber orientation distributions …
R Larson, R Hoque, V Jamora, J Li… - … Applications of Artificial …, 2024 - Elsevier
This paper presents a novel deep learning approach for reconstruction of local through-the- thickness fiber orientation distribution (FOD) in discontinuous long-fiber, prepreg-platelet …
Prepreg platelet molded composites (PPMC) are long, discontinuous fiber reinforced polymer materials. PPMC are an important subcategory of composite materials as they are …
Multiscale material systems derive their effective mechanical properties through a hierarchical organization of their structural elements and components. The hierarchy of a …