Open Access

ARTICLE

Prediction of Damping Capacity Demand in Seismic Base Isolators via Machine Learning

Ayla Ocak¹, Ümit Işıkdağ², Gebrail Bekdaş^1,*, Sinan Melih Nigdeli¹, Sanghun Kim³, Zong Woo Geem^4,*

1 Department of Civil Engineering, Istanbul University–Cerrahpaşa, Istanbul, 34320, Turkey
2 Department of Informatics, Mimar Sinan Fine Arts University, Istanbul, 34427, Turkey
3 Department of Civil and Environmental Engineering, Temple University, Philadelphia, PA, 19122, USA
4 Department of Smart City, Gachon University, Seongnam, 13120, Korea

* Corresponding Authors: Gebrail Bekdaş. Email: ; Zong Woo Geem. Email: