MS370A Advances in Model Reduction and Scientific Machine Learning for Large-Scale Dynamical Systems I
Main Organizer:
Dr.
Parisa Khodabakhshi
(
Lehigh University
, United States
)
Chaired by:
Dr. Parisa Khodabakhshi (Lehigh University , United States) , Prof. Elnaz Seylabi (University of Nevada Reno , United States)
Dr. Parisa Khodabakhshi (Lehigh University , United States) , Prof. Elnaz Seylabi (University of Nevada Reno , United States)
Scheduled presentations:
-
Neural Field based Surrogate Model for Ditching Load Prediction
-
Neural Differential Equations for Efficient Substructured Aircraft Crash Simulations
-
A graph autoencoder architecture for projection-based model-order reduction
-
A Multiscale Machine-Learning Framework for Surrogate Modeling of the Dynamic Response of Nonlinear Geo-Structural Systems
-
Hyper-reduction-free Newton solvers for projection-based model-order reduction of nonlinear dynamical systems
