Machine Learning Algorithms for the Prediction of the Seismic Response of Rigid Rocking Blocks

Machine Learning Algorithms for the Prediction of the Seismic Response of Rigid Rocking Blocks

A variety of structural members and non-structural components, including bridge piers, museum artifacts, furniture, or electrical and mechanical equipment, can uplift and rock under ground motion excitations. Given the inherently non-linear nature of rocking behavior, employing machine learning algo...

Full description

Bibliographic Details
Main Authors: Ioannis Karampinis, Kosmas E. Bantilas, Ioannis E. Kavvadias, Lazaros Iliadis, Anaxagoras Elenas
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
rocking blocks
machine learning
artificial neural network
decision tree
gradient boosting
Online Access:https://www.mdpi.com/2076-3417/14/1/341

Internet

https://www.mdpi.com/2076-3417/14/1/341

Similar Items