{"id":"https://openalex.org/W6907564657","doi":"https://doi.org/10.2312/visgap.20241121","title":"Visual Scalar Matrix Evaluation: An Application to Thermodynamics","display_name":"Visual Scalar Matrix Evaluation: An Application to Thermodynamics","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6907564657","doi":"https://doi.org/10.2312/visgap.20241121"},"language":"en","primary_location":{"id":"doi:10.2312/visgap.20241121","is_oa":true,"landing_page_url":"https://doi.org/10.2312/visgap.20241121","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/visgap.20241121","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sohns, Jan-Tobias","orcid":null},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sohns, Jan-Tobias","raw_affiliation_strings":["University of Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gond, Dominik","orcid":null},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gond, Dominik","raw_affiliation_strings":["University of Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jirasek, Fabian","orcid":null},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jirasek, Fabian","raw_affiliation_strings":["University of Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hasse, Hans","orcid":null},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hasse, Hans","raw_affiliation_strings":["University of Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]}]},{"author_position":"last","author":{"id":null,"display_name":"Leitte, Heike","orcid":"https://orcid.org/0000-0002-7112-2190"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leitte, Heike","raw_affiliation_strings":["University of Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153267046","https://openalex.org/I2802076133"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2333112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.5066999793052673,"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":0.5066999793052673,"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/T11825","display_name":"Catalysis and Oxidation Reactions","score":0.0640999972820282,"subfield":{"id":"https://openalex.org/subfields/1503","display_name":"Catalysis"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.05790000036358833,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/scalar","display_name":"Scalar (mathematics)","score":0.5753999948501587},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4794999957084656},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4643999934196472},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.45190000534057617},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44769999384880066},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.3646000027656555},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.33399999141693115},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.3296999931335449}],"concepts":[{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.5753999948501587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5360000133514404},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4794999957084656},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4643999934196472},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.45190000534057617},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44769999384880066},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.41029998660087585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38989999890327454},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3781999945640564},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3646000027656555},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3352000117301941},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.3296999931335449},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.3070000112056732},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2978000044822693},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C110521144","wikidata":"https://www.wikidata.org/wiki/Q193460","display_name":"Scalar field","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.25839999318122864},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2312/visgap.20241121","is_oa":true,"landing_page_url":"https://doi.org/10.2312/visgap.20241121","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.2312/visgap.20241121","is_oa":true,"landing_page_url":"https://doi.org/10.2312/visgap.20241121","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Modeling":[1],"and":[2,71,94,133,159],"predicting":[3],"thermodynamic":[4,152],"properties":[5,26,120],"of":[6,27,44,121,147],"binary":[7],"mixtures":[8],"is":[9,38],"crucial":[10],"in":[11,46,58,75,137,161],"chemical":[12,127,162],"engineering.":[13,163],"Understanding":[14],"how":[15],"the":[16,100,145,155],"mixture":[17,139],"behavior,":[18],"represented":[19],"as":[20],"a":[21,96],"scalar":[22,76],"matrix,":[23],"depends":[24],"on":[25,116],"pure":[28],"substances":[29],"offers":[30],"valuable":[31],"insights":[32,142],"into":[33],"substance":[34],"interactions.":[35],"While":[36],"there":[37],"robust":[39],"support":[40,49],"for":[41,51,151,157],"pattern-based":[42],"sorting":[43],"matrices":[45,77],"general,":[47],"limited":[48],"exists":[50],"evaluating":[52],"patterns":[53,74],"against":[54],"external":[55],"attributes":[56],"available":[57],"many":[59],"fields.":[60],"In":[61],"this":[62,92],"paper,":[63],"we":[64,83],"introduce":[65],"an":[66],"interactive":[67,104],"software":[68,105],"to":[69,91,98,108,131,144],"detect":[70],"analyze":[72],"block":[73],"using":[78],"annotated":[79],"domain":[80],"knowledge.":[81],"Therefore,":[82],"revisit":[84],"canonical":[85],"matrix":[86,101],"patterns,":[87],"explore":[88,109],"their":[89,138],"translation":[90],"application,":[93],"describe":[95],"workflow":[97],"fit":[99],"ordering.":[102],"Our":[103],"allows":[106],"users":[107],"hierarchical":[110],"aggregation":[111],"levels,":[112],"rating":[113],"them":[114],"based":[115],"additional":[117],"domain-specific":[118],"data":[119],"various":[122],"type.":[123],"Using":[124],"our":[125],"tool,":[126],"engineers":[128],"are":[129],"able":[130],"identify":[132],"interpret":[134],"cluster":[135],"structures":[136],"data.":[140],"These":[141],"contribute":[143],"development":[146],"improved":[148],"prediction":[149],"methods":[150],"properties,":[153],"forming":[154],"foundation":[156],"modeling":[158],"simulation":[160]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
