Assessment of SPT-based Liquefaction Potential using Ensemble Learning and Feature Importance Approaches

Arsham Moayedi Far; Arman Moayedi Far; Masoud Zare; Marlene Villeneuve; Joel Bensing; Gabriele Chiaro

doi:10.1007/s40515-026-00869-9

Assessment of SPT-based Liquefaction Potential using Ensemble Learning and Feature Importance Approaches

Arsham Moayedi Far
, Arman Moayedi Far
, Masoud Zare
, Marlene Villeneuve
, Joel Bensing
, Gabriele Chiaro

Imam Khomeini International University
Universal Engineering Sciences (UES)
University of Canterbury

Research output: Contribution to journal › Article › Research › peer-review

Original language	English
Article number	95
Journal	Transportation Infrastructure Geotechnology
Volume	13
Issue number	4
DOIs	https://doi.org/10.1007/s40515-026-00869-9
Publication status	Published - Apr 2026

Bibliographical note

Publisher Copyright:
© The Author(s) 2026.

Keywords

Ensemble methods
Feature importance
Liquefaction
Machine learning
Vulnerability assessment

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10.1007/s40515-026-00869-9

Cite this

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title = "Assessment of SPT-based Liquefaction Potential using Ensemble Learning and Feature Importance Approaches",

keywords = "Ensemble methods, Feature importance, Liquefaction, Machine learning, Vulnerability assessment",

author = "\{Moayedi Far\}, Arsham and \{Moayedi Far\}, Arman and Masoud Zare and Marlene Villeneuve and Joel Bensing and Gabriele Chiaro",

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month = apr,

doi = "10.1007/s40515-026-00869-9",

language = "English",

volume = "13",

journal = "Transportation Infrastructure Geotechnology",

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T1 - Assessment of SPT-based Liquefaction Potential using Ensemble Learning and Feature Importance Approaches

AU - Moayedi Far, Arsham

AU - Moayedi Far, Arman

AU - Zare, Masoud

AU - Villeneuve, Marlene

AU - Bensing, Joel

AU - Chiaro, Gabriele

N1 - Publisher Copyright: © The Author(s) 2026.

PY - 2026/4

Y1 - 2026/4

KW - Ensemble methods

KW - Feature importance

KW - Liquefaction

KW - Machine learning

KW - Vulnerability assessment

UR - https://www.scopus.com/pages/publications/105035775572

U2 - 10.1007/s40515-026-00869-9

DO - 10.1007/s40515-026-00869-9

M3 - Article

AN - SCOPUS:105035775572

SN - 2196-7202

VL - 13

JO - Transportation Infrastructure Geotechnology

JF - Transportation Infrastructure Geotechnology

IS - 4

M1 - 95

ER -

Assessment of SPT-based Liquefaction Potential using Ensemble Learning and Feature Importance Approaches

Bibliographical note

Keywords

Access to Document

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