2 papers
physics.app-ph2021
Printable, castable, nanocrystalline cellulose-epoxy composites exhibiting hierarchical nacre-like toughening
Abhinav Rao, Thibaut Divoux, Crystal Owens +1
Due to their exceptional mechanical and chemical properties and their natural abundance, cellulose nanocrystals (CNCs) are promising building blocks of sustainable polymer composit…
cond-mat.mtrl-sci2021
On-lattice voxelated convolutional neural networks for prediction of phase diagrams and diffusion barriers in cubic alloys
Seyedeh Mohadeseh Taheri-Mousavi, Seyed Sina Moeini-Ardakani, Ryan W. Penny +2
Cluster expansion approximates an on-lattice potential with polynomial regression. We show that using a convolutional neural network (CNN) instead leads to more accurate prediction…