{"id":"https://openalex.org/W4407865331","doi":"https://doi.org/10.1007/s12145-025-01790-4","title":"Kernel-based machine learning model for liquefaction probability prediction and its application to the seismically active indo-gangetic plain","display_name":"Kernel-based machine learning model for liquefaction probability prediction and its application to the seismically active indo-gangetic plain","publication_year":2025,"publication_date":"2025-02-23","ids":{"openalex":"https://openalex.org/W4407865331","doi":"https://doi.org/10.1007/s12145-025-01790-4"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-025-01790-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-025-01790-4","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000004127","display_name":"Sufyan Ghani","orcid":"https://orcid.org/0000-0003-1361-0126"},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sufyan Ghani","raw_affiliation_strings":["Department of Civil Engineering, Sharda University, Greater Noida, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Sharda University, Greater Noida, India","institution_ids":["https://openalex.org/I74885063"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000004127"],"corresponding_institution_ids":["https://openalex.org/I74885063"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.3607,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74052257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10233","display_name":"Geotechnical Engineering and Soil Mechanics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/liquefaction","display_name":"Liquefaction","score":0.7626367807388306},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4741332530975342},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46200913190841675},{"id":"https://openalex.org/keywords/coastal-plain","display_name":"Coastal plain","score":0.43987706303596497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4076990783214569},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3631683588027954},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.345891535282135},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.2307678759098053},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08236002922058105}],"concepts":[{"id":"https://openalex.org/C191859794","wikidata":"https://www.wikidata.org/wiki/Q180208","display_name":"Liquefaction","level":2,"score":0.7626367807388306},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4741332530975342},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46200913190841675},{"id":"https://openalex.org/C185734153","wikidata":"https://www.wikidata.org/wiki/Q31566","display_name":"Coastal plain","level":2,"score":0.43987706303596497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4076990783214569},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3631683588027954},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.345891535282135},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.2307678759098053},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08236002922058105},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-025-01790-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-025-01790-4","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1490718145","https://openalex.org/W2005746879","https://openalex.org/W2011047786","https://openalex.org/W2030888174","https://openalex.org/W2043681414","https://openalex.org/W2044455452","https://openalex.org/W2051026972","https://openalex.org/W2073259742","https://openalex.org/W2079988236","https://openalex.org/W2083517343","https://openalex.org/W2104431586","https://openalex.org/W2107782720","https://openalex.org/W2111072639","https://openalex.org/W2149368000","https://openalex.org/W2213782059","https://openalex.org/W2227948929","https://openalex.org/W2238314517","https://openalex.org/W2257117192","https://openalex.org/W2295598076","https://openalex.org/W2319297396","https://openalex.org/W2344926221","https://openalex.org/W2790478063","https://openalex.org/W2883429111","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2946990285","https://openalex.org/W2964673856","https://openalex.org/W2969656468","https://openalex.org/W3006206203","https://openalex.org/W3032986225","https://openalex.org/W3045803484","https://openalex.org/W3048411561","https://openalex.org/W3049130366","https://openalex.org/W3095385649","https://openalex.org/W3156482805","https://openalex.org/W4206039159","https://openalex.org/W4239510810","https://openalex.org/W4289779437","https://openalex.org/W4390684455","https://openalex.org/W4390972880","https://openalex.org/W4400132690","https://openalex.org/W4401871985","https://openalex.org/W4401925158","https://openalex.org/W4402722319","https://openalex.org/W4402871437","https://openalex.org/W4404536247","https://openalex.org/W4405224390","https://openalex.org/W4405457938"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}