{"id":"https://openalex.org/W4283691060","doi":"https://doi.org/10.23919/mipro55190.2022.9803588","title":"A machine learning approach to modelling and simulating the behaviour of systems with deformable particles","display_name":"A machine learning approach to modelling and simulating the behaviour of systems with deformable particles","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4283691060","doi":"https://doi.org/10.23919/mipro55190.2022.9803588"},"language":"en","primary_location":{"id":"doi:10.23919/mipro55190.2022.9803588","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803588","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-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/A5062801526","display_name":"Zvonimir Lavric","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]},{"id":"https://openalex.org/I4210103466","display_name":"University of Applied Health Sciences","ror":"https://ror.org/019yxat94","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210103466"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Zvonimir Lavric","raw_affiliation_strings":["Zagreb University of Applied Sciences,Department of Mechanical Engineering,Zagreb,Croatia","Department of Mechanical Engineering, Zagreb University of Applied Sciences, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zagreb University of Applied Sciences,Department of Mechanical Engineering,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Zagreb University of Applied Sciences, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210103466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002944332","display_name":"Kre\u0161imir Osman","orcid":"https://orcid.org/0000-0002-7385-2656"},"institutions":[{"id":"https://openalex.org/I4210103466","display_name":"University of Applied Health Sciences","ror":"https://ror.org/019yxat94","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210103466"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Kresimir Osman","raw_affiliation_strings":["Zagreb University of Applied Sciences,Department of Electrical Engineering,Zagreb,Croatia","Department of Electrical Engineering, Zagreb University of Applied Sciences, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zagreb University of Applied Sciences,Department of Electrical Engineering,Zagreb,Croatia","institution_ids":["https://openalex.org/I4210103466"]},{"raw_affiliation_string":"Department of Electrical Engineering, Zagreb University of Applied Sciences, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210103466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04844951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"968","last_page":"973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9771000146865845,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9771000146865845,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9445000290870667,"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"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.932200014591217,"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/opengl","display_name":"OpenGL","score":0.89307701587677},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7517139911651611},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.6810569763183594},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5846728086471558},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5813427567481995},{"id":"https://openalex.org/keywords/particle-system","display_name":"Particle system","score":0.530340313911438},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4386858642101288},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4036591649055481},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3690461218357086},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.32229140400886536},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.2944580316543579},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28982946276664734},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.28428933024406433}],"concepts":[{"id":"https://openalex.org/C2778305236","wikidata":"https://www.wikidata.org/wiki/Q178570","display_name":"OpenGL","level":3,"score":0.89307701587677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7517139911651611},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.6810569763183594},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5846728086471558},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5813427567481995},{"id":"https://openalex.org/C179003449","wikidata":"https://www.wikidata.org/wiki/Q1757458","display_name":"Particle system","level":2,"score":0.530340313911438},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4386858642101288},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4036591649055481},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3690461218357086},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.32229140400886536},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2944580316543579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28982946276664734},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.28428933024406433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro55190.2022.9803588","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803588","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1577053184","https://openalex.org/W2985644693","https://openalex.org/W3007913393","https://openalex.org/W3087257704","https://openalex.org/W3152893301","https://openalex.org/W4205392581","https://openalex.org/W4239960655","https://openalex.org/W4247080625","https://openalex.org/W4302561155"],"related_works":["https://openalex.org/W2148939258","https://openalex.org/W2392313671","https://openalex.org/W2393062505","https://openalex.org/W2032706116","https://openalex.org/W2374771333","https://openalex.org/W2365434218","https://openalex.org/W4285480322","https://openalex.org/W3157315297","https://openalex.org/W2353305463","https://openalex.org/W2363273866"],"abstract_inverted_index":{"The":[0,15,35,64],"paper":[1],"presents":[2],"an":[3],"approach":[4],"to":[5,51,53],"model":[6,37,66],"and":[7,20,33,82,96],"simulate":[8],"a":[9,23,74],"discrete":[10],"system":[11,17,24,36,69],"with":[12,25,60],"deformable":[13],"particles.":[14],"observed":[16],"is":[18,40],"represented":[19],"considered":[21],"as":[22],"concentrated":[26],"parameters":[27],"(particles)":[28],"connected":[29],"by":[30,72],"elastic":[31],"springs":[32],"damping.":[34],"thus":[38],"created":[39],"used":[41],"for":[42],"learning":[43],"the":[44,55,58,78,83,91,97],"graphical":[45],"neural":[46],"network,":[47],"which":[48],"we":[49],"intend":[50],"use":[52],"obtain":[54],"results":[56,99],"of":[57,67],"simulation":[59,98],"less":[61],"CPU":[62],"power.":[63],"mathematical":[65],"this":[68,89],"was":[70,94],"implemented":[71],"creating":[73],"computer":[75],"solution":[76],"using":[77],"Java":[79],"programming":[80],"language":[81],"OpenGL":[84],"3D":[85],"graphics":[86],"standard.":[87],"Using":[88],"model,":[90],"problem":[92],"analysis":[93],"performed":[95],"are":[100],"presented":[101],"graphically.":[102]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}