UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 8
August-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2308397


Registration ID:
523488

Page Number

d789-d793

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Title

ASSESSMENT OF LIQUEFACTION POTENTIAL IN SOUTH INDIA USING AI &ML

Abstract

The work describes a Python-based technique for evaluating liquefaction potential. Infrastructure may suffer significant harm as a result of liquefaction, a phenomena that happens in saturated soils during earthquakes. For the purpose of creating robust buildings and reducing hazards, an accurate estimate of the potential for liquefaction is essential.The suggested approach uses a Python framework to integrate machine learning concepts, empirical correlations, and geotechnical principles. Obtaining input data, such as soil qualities, seismic parameters, and geotechnical site features, is the first step in the evaluation process. To guarantee compatibility and consistency, these data are preprocessed and standardised.Based on predetermined standards like the standard penetration test (SPT) blow count, shear wave velocity, and effective stress analysis, the liquefaction potential is assessed. Python is used to create empirical correlations and prediction models to calculate liquefaction susceptibility, liquefaction triggering potential.

Key Words

Liquefaction, SPT, Python Program

Cite This Article

"ASSESSMENT OF LIQUEFACTION POTENTIAL IN SOUTH INDIA USING AI &ML", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 8, page no.d789-d793, August-2023, Available :http://www.jetir.org/papers/JETIR2308397.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"ASSESSMENT OF LIQUEFACTION POTENTIAL IN SOUTH INDIA USING AI &ML", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 8, page no. ppd789-d793, August-2023, Available at : http://www.jetir.org/papers/JETIR2308397.pdf

Publication Details

Published Paper ID: JETIR2308397
Registration ID: 523488
Published In: Volume 10 | Issue 8 | Year August-2023
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.35774
Page No: d789-d793
Country: Mysuru, Karnataka, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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