{"id":"https://openalex.org/W2904885993","doi":"https://doi.org/10.1177/1094342018816772","title":"Efficient model of tumor dynamics simulated in multi-GPU environment","display_name":"Efficient model of tumor dynamics simulated in multi-GPU environment","publication_year":2018,"publication_date":"2018-12-13","ids":{"openalex":"https://openalex.org/W2904885993","doi":"https://doi.org/10.1177/1094342018816772","mag":"2904885993"},"language":"en","primary_location":{"id":"doi:10.1177/1094342018816772","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342018816772","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing 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/A5025429333","display_name":"Adrian K\u0142usek","orcid":"https://orcid.org/0000-0001-8682-7671"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adrian K\u0142usek","raw_affiliation_strings":["Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055184492","display_name":"Marcin \u0141o\u015b","orcid":"https://orcid.org/0000-0002-8426-6345"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin \u0141o\u015b","raw_affiliation_strings":["Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075191779","display_name":"Maciej Paszy\u0144ski","orcid":"https://orcid.org/0000-0001-7766-6052"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Paszy\u0144ski","raw_affiliation_strings":["Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057790429","display_name":"Witold Dzwinel","orcid":"https://orcid.org/0000-0001-8321-5928"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Witold Dzwinel","raw_affiliation_strings":["Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, AGH University of Science and Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057790429"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":1.2143,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.7874371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"33","issue":"3","first_page":"489","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10336","display_name":"Cancer Cells and Metastasis","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7953332662582397},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.7551702260971069},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.5936177968978882},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5714067220687866},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4766805171966553},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.46653228998184204},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.441089391708374},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43364417552948},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.4304000735282898},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2078423798084259},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.08628669381141663},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07679209113121033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7953332662582397},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.7551702260971069},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.5936177968978882},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5714067220687866},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4766805171966553},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.46653228998184204},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.441089391708374},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43364417552948},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.4304000735282898},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2078423798084259},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.08628669381141663},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07679209113121033},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1094342018816772","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342018816772","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7200000286102295,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324664","display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica","ror":"https://ror.org/00bas1c41"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W571710515","https://openalex.org/W795640346","https://openalex.org/W1040263557","https://openalex.org/W2009347528","https://openalex.org/W2013945372","https://openalex.org/W2046093120","https://openalex.org/W2054297703","https://openalex.org/W2055844022","https://openalex.org/W2056167609","https://openalex.org/W2060988484","https://openalex.org/W2122025954","https://openalex.org/W2122913894","https://openalex.org/W2125857415","https://openalex.org/W2131368580","https://openalex.org/W2138434918","https://openalex.org/W2142171814","https://openalex.org/W2148295056","https://openalex.org/W2149283799","https://openalex.org/W2153630683","https://openalex.org/W2160509269","https://openalex.org/W2252287572","https://openalex.org/W2257649854","https://openalex.org/W2484659885","https://openalex.org/W2510729796","https://openalex.org/W2516193705","https://openalex.org/W2555320479","https://openalex.org/W2558513621","https://openalex.org/W2563505417","https://openalex.org/W2570458390","https://openalex.org/W2577455646","https://openalex.org/W2585416068","https://openalex.org/W2587828787","https://openalex.org/W2622825241","https://openalex.org/W2762789689","https://openalex.org/W2790315167","https://openalex.org/W2888322219","https://openalex.org/W4234794606","https://openalex.org/W4243563270"],"related_works":["https://openalex.org/W3062287","https://openalex.org/W2380390332","https://openalex.org/W2742145873","https://openalex.org/W4245975140","https://openalex.org/W3189307731","https://openalex.org/W2949962288","https://openalex.org/W2364686214","https://openalex.org/W1428699136","https://openalex.org/W1998560227","https://openalex.org/W2022772718"],"abstract_inverted_index":{"The":[0,45],"application":[1],"of":[2,33,38,61,70,82,97,112,141,150,160,177,184,197],"computer":[3],"simulation":[4,123,183],"as":[5],"a":[6,77,116,128,163,174,185,200],"tool":[7],"in":[8,58,162,173,192],"predicting":[9],"cancer":[10,85],"dynamics":[11],"(e.g.":[12],"during":[13],"anticancer":[14],"therapy)":[15],"requires":[16,194],"tumor":[17,98,151,161,186],"models,":[18],"which":[19,87,119,131,171],"are":[20,50],"nontrivial":[21],"and,":[22],"simultaneously,":[23],"not":[24,145],"computationally":[25],"demanding.":[26],"To":[27],"this":[28,133],"end,":[29],"both":[30,91],"the":[31,39,59,68,92,103,106,109,122,139,148,158,181],"level":[32],"details":[34],"and":[35,64,94,108,165],"computational":[36,48],"efficiency":[37,140],"model":[40,86,143],"should":[41],"be":[42],"well":[43],"balanced.":[44],"restrictions":[46],"on":[47,67,147,199],"time":[49],"forced":[51],"by":[52],"very":[53,78],"demanding":[54],"data":[55],"assimilation":[56],"process":[57],"phase":[60],"parameters":[62],"learning":[63],"their":[65],"correction":[66],"basis":[69],"incoming":[71],"medical":[72],"data.":[73],"Herein":[74],"we":[75,126,156],"present":[76,127],"efficient":[79],"multi-GPU/CUDA":[80],"implementation":[81],"three-dimensional":[83],"(3-D)":[84],"allows":[88],"for":[89],"simulating":[90],"growth":[93,159,187],"treatment":[95],"phases":[96],"dynamics.":[99],"We":[100,135],"demonstrate":[101],"that":[102,138],"interaction":[104],"between":[105],"tissue":[107],"discrete":[110],"network":[111],"blood":[113],"vessels":[114],"is":[115],"crucial":[117],"component,":[118],"influences":[120],"considerably":[121],"time.":[124],"Here":[125],"new":[129],"solution":[130],"eliminates":[132],"flaw.":[134],"show":[136],"also":[137],"our":[142],"does":[144],"depend":[146],"complexity":[149],"setup.":[152],"As":[153],"an":[154,195],"example,":[155],"confront":[157],"simple":[164],"homogeneous":[166],"environment":[167,176],"with":[168],"melanoma":[169],"evolution,":[170],"proliferates":[172],"complex":[175],"human":[178],"skin.":[179],"Consequently,":[180],"3-D":[182],"up":[188],"to":[189],"1":[190],"cm":[191],"diameter":[193],"hour":[196],"computations":[198],"midrange":[201],"multi-GPU":[202],"server.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}