MS071A AI/Machine-Learning in Earthquake Engineering: Insights from Seismic Risk Towards Disaster-Resilient Cities I
MS Corresponding Organizer: Dr. Shaghayegh Karimzadeh (University of Minho)
Chaired by:
Dr. Shaghayegh Karimzadeh (University of Minho , Portugal) , Prof. Raghukanth S.T.G. (Indian Institute of technology Madras , India)
Dr. Shaghayegh Karimzadeh (University of Minho , Portugal) , Prof. Raghukanth S.T.G. (Indian Institute of technology Madras , India)
Scheduled presentations:
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Development of ground motion models for peak ground acceleration (PGA) and acceleration spectrum intensity (ASI) using Catboost algorithm and Covariance Matrix Adaptation Evolution Strategy
F. Kuran*, D. Caicedo, M. Hussaini, S. Karimzadeh, G. Tanircan, P. Lourenco -
Prediction of cumulative absolute velocity (CAV) with boosting algorithms: A case study of Turkiye
F. Kuran*, G. Tanircan, E. Pashaei -
Optimal Composed Intensity Measure for the Seismic Assessment of Masonry Buildings Using Lasso Regression
D. Caicedo*, S. Karimzadeh, V. Bernardo, P. Lourenço -
Nonparametric Ground Motion Models for Scenario-Based Stochastic Simulation
S. Hussaini, S. Karimzadeh*, P. Lourenço
