Explainable machine learning (XML) framework for seismic assessment of structures using Extreme Gradient Boosting (XGBoost)

Year of publication

2025

Authors

Gharagoz, Masoum M.; Noureldin, Mohamed; Kim, Jinkoo

Organizations and authors

Aalto University

Gharagoz Masoum

Noureldin Mohamed

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal/Series

Engineering Structures

Publisher

Elsevier

Volume

327

Article number

119621

ISSN

0141-0296

Publication forum

55278

Publication forum level

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

Self-archived

Yes

Other information

Fields of science

Civil and construction engineering

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object]

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

DOI

10.1016/j.engstruct.2025.119621

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes