{"id":"https://openalex.org/W7166009126","doi":"https://doi.org/10.1007/978-3-032-29924-6_19","title":"Accelerating Nonlinear Time-History Analysis with\u00a0Complex Constitutive Laws via\u00a0Heterogeneous Memory Management: From 3D Seismic Simulation to\u00a0Neural Network Training","display_name":"Accelerating Nonlinear Time-History Analysis with\u00a0Complex Constitutive Laws via\u00a0Heterogeneous Memory Management: From 3D Seismic Simulation to\u00a0Neural Network Training","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166009126","doi":"https://doi.org/10.1007/978-3-032-29924-6_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29924-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29924-6_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5139417162","display_name":"Tsuyoshi Ichimura","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120963","display_name":"Association for the Development of Earthquake Prediction","ror":"https://ror.org/02akdcs48","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210120963"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tsuyoshi Ichimura","raw_affiliation_strings":["Earthquake Research Institute, The University of Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earthquake Research Institute, The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I4210120963","https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139448665","display_name":"Kohei Fujita","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120963","display_name":"Association for the Development of Earthquake Prediction","ror":"https://ror.org/02akdcs48","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210120963"]},{"id":"https://openalex.org/I4210129730","display_name":"RIKEN Center for Computational Science","ror":"https://ror.org/03r519674","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210129730"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kohei Fujita","raw_affiliation_strings":["Earthquake Research Institute, The University of Tokyo, Tokyo, Japan","RIKEN Center for Computational Science, Kobe, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earthquake Research Institute, The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I4210120963","https://openalex.org/I74801974"]},{"raw_affiliation_string":"RIKEN Center for Computational Science, Kobe, Japan","institution_ids":["https://openalex.org/I4210129730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139425061","display_name":"Hideaki Ito","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120963","display_name":"Association for the Development of Earthquake Prediction","ror":"https://ror.org/02akdcs48","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210120963"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hideaki Ito","raw_affiliation_strings":["Earthquake Research Institute, The University of Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earthquake Research Institute, The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I4210120963","https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010899083","display_name":"Muneo Hori","orcid":"https://orcid.org/0000-0002-0642-6753"},"institutions":[{"id":"https://openalex.org/I1315852903","display_name":"Japan Agency for Marine-Earth Science and Technology","ror":"https://ror.org/059qg2m13","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1315852903"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Muneo Hori","raw_affiliation_strings":["Research Institute for Earth and Information Sciences, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute for Earth and Information Sciences, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I1315852903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020079438","display_name":"Maddegedara Lalith","orcid":"https://orcid.org/0000-0001-6334-4802"},"institutions":[{"id":"https://openalex.org/I4210120963","display_name":"Association for the Development of Earthquake Prediction","ror":"https://ror.org/02akdcs48","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210120963"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maddegedara Lalith","raw_affiliation_strings":["Earthquake Research Institute, The University of Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earthquake Research Institute, The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I4210120963","https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5139417162"],"corresponding_institution_ids":["https://openalex.org/I4210120963","https://openalex.org/I74801974"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.4921000003814697,"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":0.4921000003814697,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.2806999981403351,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.08649999648332596,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7121000289916992},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7024000287055969},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5537999868392944},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.3409999907016754},{"id":"https://openalex.org/keywords/computer-simulation","display_name":"Computer simulation","score":0.3075000047683716},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.3021000027656555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8252000212669373},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7121000289916992},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7024000287055969},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5537999868392944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4020000100135803},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.384799987077713},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.3409999907016754},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.33399999141693115},{"id":"https://openalex.org/C500300565","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Computer simulation","level":2,"score":0.3075000047683716},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.29339998960494995},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2924000024795532},{"id":"https://openalex.org/C202973686","wikidata":"https://www.wikidata.org/wiki/Q1937401","display_name":"Constitutive equation","level":3,"score":0.2816999852657318},{"id":"https://openalex.org/C194583477","wikidata":"https://www.wikidata.org/wiki/Q408891","display_name":"Physical law","level":2,"score":0.27390000224113464}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29924-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29924-6_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1509169340","https://openalex.org/W1967644786","https://openalex.org/W1968612788","https://openalex.org/W2036502262","https://openalex.org/W2073168606","https://openalex.org/W2105607453","https://openalex.org/W2320460649","https://openalex.org/W2949676527","https://openalex.org/W4406157606"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-27T00:00:00"}