Machine learning tools to improve nonlinear modeling parameters of RC columns

no code implementations • 9 Mar 2023 • Hamid Khodadadi Koodiani, Elahe Jafari, Arsalan Majlesi, Mohammad Shahin, Adolfo Matamoros, Adel Alaeddini

Machine learning tools in the Scikit-learn and Pytorch libraries were used to calibrate equations and black-box numerical models for nonlinear modeling parameters (MP) a and b of reinforced concrete columns defined in the ASCE 41 and ACI 369. 1 standards, and to estimate their most likely mode of failure.

Multi-class Classification regression