Probabilistic machine learning for predicting desiccation cracks in clayey soils

journal contribution

posted on 2024-05-02, 03:21 authored by B Jamhiri, Y Xu, M Shadabfar, Susanga CostaSusanga Costa

Probabilistic machine learning for predicting desiccation cracks in clayey soils

History

Journal

Bulletin of Engineering Geology and the Environment

Volume

82

Article number

355

Pagination

1-25

Location

Berlin, Germany

Publisher DOI

https://doi.org/10.1007/s10064-023-03366-2

ISSN

1435-9529

eISSN

1435-9537

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Issue

9

Publisher

Springer

Publication URL

http://dx.doi.org/10.1007/s10064-023-03366-2

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Categories

Keywords

BEHAVIOR COHESIVE SOILS Desiccation crack Engineering Engineering, Environmental Engineering, Geological Ensemble trees Geology Geosciences, Multidisciplinary LINER Monte Carlo simulation Neural networks Physical Sciences Science & Technology Sensitivity analysis SHRINKAGE SVM Technology THIN

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