Search Results for author: Elif Ecem Bas

Found 2 papers, 0 papers with code

Predicting Nonlinear Seismic Response of Structural Braces Using Machine Learning

no code implementations27 Jul 2020 Elif Ecem Bas, Denis Aslangil, Mohamed A. Moustafa

This study aims to improve the modeling capabilities by using state of the art Machine Learning techniques, and attempts to answer several scientific questions: (i) Which ML algorithm is capable and is more efficient to learn such a complex and nonlinear problem?

Using Machine Learning Approach for Computational Substructure in Real-Time Hybrid Simulation

no code implementations4 Apr 2020 Elif Ecem Bas, Mohamed A. Moustafa, David Feil-Seifer, Janelle Blankenburg

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 experimental substructure for other parts of the structure that are physically tested.

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