A Machine Learning Framework for Damage Mechanism Identification from Acoustic Emission in Unidirectional SiC/SiC CMCs #13372
10:50 AM–11:10 AM - View
Caelin Muir  University of California Santa Barbara      Bhavana Swaminathan  University of California Santa Barbara     Amjad Almansour  NASA Glenn Research Center     Michael Presby  NASA Glenn Research Center     Kathleen Sevener  University of Michigan, Ann Arbor     Craig Smith  NASA Glenn Research Center     James Kiser  NASA Glenn Research Center     Samantha Daly  University of California Santa Barbara                                                                                               

Deep Neural Network to Identify Nonlinear Viscoelastic Constitutive Model #13556
11:10 AM–11:30 AM - View
Jikun Wang  Cornell University      Chung-Yuen Hui  Cornell University     Alan Zehnder  Cornell University                                                                                                                                       

Artificial Neural Network Models for the Cyclic Response of Shape Memory Alloys #13840
11:30 AM–11:50 AM - View
Josiah Owusu-Danquah  Cleveland State University      Abdallah Bseiso  Cleveland State University                                                                                                                                               

Modeling and Mechanical Characterization of Anisotropic Behavior of Porcine Dermis #13512
11:50 AM–12:10 PM - View
Suman Jaiswal  New Jersey Institute of Technology      Shawn Chester  New Jersey Institute of Technology     Samuel Lieber  New Jersey Institute of Technology     Siva Nadimpalli  Michigan State University