Machine learning-based estimation of seismic structural damage via an accessible web application

This paper introduces DIGITERRA, a novel web-based platform that enhances accessibility to seismic damage estimation through machine learning techniques. Trained on 120,000 nonlinear dynamic simulations, DIGITERRA provides accurate structural damage assessments without requiring specialized software...

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Bibliographic Details

Published in:	Alexandria Engineering Journal
Main Authors:	Vasile Calofir, Mircea-Ștefan Simoiu, Ruben-Iacob Munteanu, Emil Calofir, Sergiu-Stelian Iliescu
Format:	Article
Language:	English
Published:	Elsevier 2025-08-01
Subjects:	Machine learning Seismic damage assessment Web platform Nonlinear dynamic analysis
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016825008063