2 papers
cs.LG2020
Predicting Nonlinear Seismic Response of Structural Braces Using Machine Learning
Elif Ecem Bas, Denis Aslangil, Mohamed A. Moustafa
Numerical modeling of different structural materials that have highly nonlinear behaviors has always been a challenging problem in engineering disciplines. Experimental data is com…
cs.LG2020
Using Machine Learning Approach for Computational Substructure in Real-Time Hybrid Simulation
Elif Ecem Bas, Mohamed A. Moustafa, David Feil-Seifer +1
Hybrid simulation (HS) is a widely used structural testing method that combines a computational substructure with a numerical model for well-understood components and an experiment…