MS148B Advances in machine learning for composite materials II
MS Corresponding Organizer: Dr. Mohsen Mirkhalaf (University of Gothenburg)
Chaired by:
Dr. Iuri Rocha (Delft University of Technology , Netherlands) , Dr. Ramin Bostanabad (UCI , United States)
Dr. Iuri Rocha (Delft University of Technology , Netherlands) , Dr. Ramin Bostanabad (UCI , United States)
Scheduled presentations:
-
Data augmentation for deep-learning modelling of composite materials
P. Uvdal*, H. Cheung, M. Mirkhalaf -
Data-driven Permeability Prediction of 3D Fibrous Microstructures
D. Natarajan*, T. Schmidt, S. Cassola, M. Nuske, M. Duhovic, D. May, A. Dengel -
Keynote
Machine Learning-Accelerated Predictions of Design Allowable of Composite Laminates
L. Fonseca, J. Ferreira, I. Lopes, J. Esteves, F. Danzi, C. Furtado*
