{"id":"https://openalex.org/W2974091541","doi":"https://doi.org/10.1007/s00521-019-04480-7","title":"A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua","display_name":"A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua","publication_year":2019,"publication_date":"2019-09-18","ids":{"openalex":"https://openalex.org/W2974091541","doi":"https://doi.org/10.1007/s00521-019-04480-7","mag":"2974091541"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-019-04480-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04480-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5025292957","display_name":"Shaoping Xiao","orcid":"https://orcid.org/0000-0001-9658-7149"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaoping Xiao","raw_affiliation_strings":["Department of Mechanical Engineering, The University of Iowa, Iowa City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of Iowa, Iowa City, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044281043","display_name":"Renjie Hu","orcid":"https://orcid.org/0000-0002-0496-6035"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renjie Hu","raw_affiliation_strings":["Department of Industrial and System Engineering, The University of Iowa, Iowa City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and System Engineering, The University of Iowa, Iowa City, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100758214","display_name":"Zhen Li","orcid":"https://orcid.org/0000-0002-0936-6928"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhen Li","raw_affiliation_strings":["Department of Industrial and System Engineering, The University of Iowa, Iowa City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and System Engineering, The University of Iowa, Iowa City, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041968293","display_name":"Siamak Attarian","orcid":"https://orcid.org/0000-0001-9275-2020"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siamak Attarian","raw_affiliation_strings":["Department of Mechanical Engineering, The University of Iowa, Iowa City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of Iowa, Iowa City, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078854826","display_name":"Kaj-Mikael Bj\u00f6rk","orcid":"https://orcid.org/0000-0001-7720-5109"},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]},{"id":"https://openalex.org/I5085271","display_name":"Hanken School of Economics","ror":"https://ror.org/026086s92","country_code":"FI","type":"education","lineage":["https://openalex.org/I5085271"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kaj-Mikael Bj\u00f6rk","raw_affiliation_strings":["Arcada University of Applied Sciences, Helsinki, Finland","Hanken School of Economics, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Helsinki, Finland","institution_ids":["https://openalex.org/I198445264"]},{"raw_affiliation_string":"Hanken School of Economics, Helsinki, Finland","institution_ids":["https://openalex.org/I5085271"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083632408","display_name":"Amaury Lendasse","orcid":"https://orcid.org/0000-0001-5410-4751"},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]},{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["FI","US"],"is_corresponding":false,"raw_author_name":"Amaury Lendasse","raw_affiliation_strings":["Arcada University of Applied Sciences, Helsinki, Finland","Information and Logistics Technology Department, The University of Houston, Houston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Helsinki, Finland","institution_ids":["https://openalex.org/I198445264"]},{"raw_affiliation_string":"Information and Logistics Technology Department, The University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.4686,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.81339131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"32","issue":"18","first_page":"14359","last_page":"14373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10857","display_name":"Advanced Electron Microscopy Techniques and Applications","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1315","display_name":"Structural Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10923","display_name":"Force Microscopy Techniques and Applications","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiscale-modeling","display_name":"Multiscale modeling","score":0.7820208072662354},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.720729649066925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7099058628082275},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.6209563612937927},{"id":"https://openalex.org/keywords/molecular-dynamics","display_name":"Molecular dynamics","score":0.6142545938491821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5068841576576233},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5043002367019653},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.495463490486145},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.41461044549942017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3901846706867218},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09329980611801147},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.07957601547241211}],"concepts":[{"id":"https://openalex.org/C141123601","wikidata":"https://www.wikidata.org/wiki/Q6935072","display_name":"Multiscale modeling","level":2,"score":0.7820208072662354},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.720729649066925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7099058628082275},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.6209563612937927},{"id":"https://openalex.org/C59593255","wikidata":"https://www.wikidata.org/wiki/Q901663","display_name":"Molecular dynamics","level":2,"score":0.6142545938491821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5068841576576233},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5043002367019653},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.495463490486145},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.41461044549942017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3901846706867218},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09329980611801147},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.07957601547241211},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-019-04480-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04480-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W118934230","https://openalex.org/W807983188","https://openalex.org/W1520795727","https://openalex.org/W1531674615","https://openalex.org/W1606775516","https://openalex.org/W1758072178","https://openalex.org/W1964357740","https://openalex.org/W1969763275","https://openalex.org/W1972007667","https://openalex.org/W1979616552","https://openalex.org/W1984792810","https://openalex.org/W1986278072","https://openalex.org/W1987190824","https://openalex.org/W1997397055","https://openalex.org/W1997860278","https://openalex.org/W2006335602","https://openalex.org/W2016783790","https://openalex.org/W2016949834","https://openalex.org/W2019465613","https://openalex.org/W2022364772","https://openalex.org/W2038177296","https://openalex.org/W2038795960","https://openalex.org/W2040870580","https://openalex.org/W2043386352","https://openalex.org/W2045721763","https://openalex.org/W2046673114","https://openalex.org/W2051210587","https://openalex.org/W2065380561","https://openalex.org/W2068563590","https://openalex.org/W2073117112","https://openalex.org/W2073575966","https://openalex.org/W2081230098","https://openalex.org/W2085607286","https://openalex.org/W2085902723","https://openalex.org/W2090677041","https://openalex.org/W2098290011","https://openalex.org/W2101674911","https://openalex.org/W2105588569","https://openalex.org/W2111072639","https://openalex.org/W2118780642","https://openalex.org/W2119821739","https://openalex.org/W2121971770","https://openalex.org/W2134245719","https://openalex.org/W2134603844","https://openalex.org/W2137983211","https://openalex.org/W2145639484","https://openalex.org/W2146241755","https://openalex.org/W2152973912","https://openalex.org/W2153356031","https://openalex.org/W2155399784","https://openalex.org/W2172000360","https://openalex.org/W2172181879","https://openalex.org/W2200589053","https://openalex.org/W2210067327","https://openalex.org/W2318452386","https://openalex.org/W2338304894","https://openalex.org/W2539324467","https://openalex.org/W2547853451","https://openalex.org/W2554973328","https://openalex.org/W2557283755","https://openalex.org/W2558562220","https://openalex.org/W2566573083","https://openalex.org/W2576727738","https://openalex.org/W2582527980","https://openalex.org/W2592550467","https://openalex.org/W2599374588","https://openalex.org/W2609154276","https://openalex.org/W2613288325","https://openalex.org/W2725771565","https://openalex.org/W2734959120","https://openalex.org/W2735282800","https://openalex.org/W2752814791","https://openalex.org/W2770759248","https://openalex.org/W2771368987","https://openalex.org/W2897238568","https://openalex.org/W3102656154","https://openalex.org/W3146803896","https://openalex.org/W4298197275"],"related_works":["https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2027283430","https://openalex.org/W1977943543","https://openalex.org/W2035778695","https://openalex.org/W2132642267","https://openalex.org/W3158145137"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
