Seismic hazard analysis and financial impact assessment of railway infrastructure in the US West Coast: A machine learning approach

Patcharaporn Maneerat; Panrawee Rungskunroch; Patricia Persaud

doi:10.1371/journal.pone.0308255

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Open Access

Peer-reviewed

Research Article

Seismic hazard analysis and financial impact assessment of railway infrastructure in the US West Coast: A machine learning approach

Patcharaporn Maneerat,

Roles Conceptualization, Formal analysis, Methodology, Software, Writing – original draft

Affiliation Faculty of Engineering, Rajamangala University of Technology Thanyaburi, Pathum Thani, Thailand
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Panrawee Rungskunroch ,

Roles Conceptualization, Data curation, Funding acquisition, Project administration, Writing – review & editing

* E-mail: panrawee.r@en.rmutt.ac.th

Affiliations Faculty of Engineering, Rajamangala University of Technology Thanyaburi, Pathum Thani, Thailand, Department of Industrial Engineering, Rajamangala University of Technology Thanyaburi, Pathum Thani, Thailand

https://orcid.org/0000-0001-9186-3116

⨯
Patricia Persaud

Roles Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Geosciences, University of Arizona, Tucson, AZ, United States of America
⨯

Seismic hazard analysis and financial impact assessment of railway infrastructure in the US West Coast: A machine learning approach

Patcharaporn Maneerat,
Panrawee Rungskunroch,
Patricia Persaud

Published: August 12, 2024
https://doi.org/10.1371/journal.pone.0308255

About the Authors

Patcharaporn Maneerat

Roles Conceptualization, Formal analysis, Methodology, Software, Writing – original draft

Affiliation Faculty of Engineering, Rajamangala University of Technology Thanyaburi, Pathum Thani, Thailand

Panrawee Rungskunroch

Roles Conceptualization, Data curation, Funding acquisition, Project administration, Writing – review & editing

* E-mail: panrawee.r@en.rmutt.ac.th

Affiliations Faculty of Engineering, Rajamangala University of Technology Thanyaburi, Pathum Thani, Thailand, Department of Industrial Engineering, Rajamangala University of Technology Thanyaburi, Pathum Thani, Thailand

https://orcid.org/0000-0001-9186-3116

Patricia Persaud

Roles Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Geosciences, University of Arizona, Tucson, AZ, United States of America

Competing Interests

The authors have declared that no competing interests exist.

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Transportation infrastructure
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Earthquakes
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Seismology
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Finance
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Damage mechanics
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California
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Decision trees
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Monte Carlo method
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