{"id":"https://openalex.org/W7160074153","doi":"https://doi.org/10.1111/cgf.70421","title":"Embedding Optimization of Layouts via Distortion Minimization","display_name":"Embedding Optimization of Layouts via Distortion Minimization","publication_year":2026,"publication_date":"2026-04-30","ids":{"openalex":"https://openalex.org/W7160074153","doi":"https://doi.org/10.1111/cgf.70421"},"language":"en","primary_location":{"id":"doi:10.1111/cgf.70421","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70421","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1111/cgf.70421","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069527117","display_name":"A. Heuschling","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"A. Heuschling","raw_affiliation_strings":["RWTH Aachen University  Germany"],"raw_orcid":"https://orcid.org/0009-0006-6114-9003","affiliations":[{"raw_affiliation_string":"RWTH Aachen University  Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135272877","display_name":"I. Lim","orcid":"https://orcid.org/0000-0002-8160-2315"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"I. Lim","raw_affiliation_strings":["RWTH Aachen University  Germany"],"raw_orcid":"https://orcid.org/0000-0002-8160-2315","affiliations":[{"raw_affiliation_string":"RWTH Aachen University  Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135193402","display_name":"L. Kobbelt","orcid":"https://orcid.org/0000-0002-7880-9470"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"L. Kobbelt","raw_affiliation_strings":["RWTH Aachen University  Germany"],"raw_orcid":"https://orcid.org/0000-0002-7880-9470","affiliations":[{"raw_affiliation_string":"RWTH Aachen University  Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":{"value":3710,"currency":"USD","value_usd":3710},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54540492,"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":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.3792000114917755,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.3792000114917755,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10996","display_name":"Computational Geometry and Mesh Generation","score":0.20630000531673431,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.181099995970726,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7728999853134155},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.5740000009536743},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.49059998989105225},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.46810001134872437},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4528000056743622},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4447000026702881},{"id":"https://openalex.org/keywords/curvature","display_name":"Curvature","score":0.41519999504089355},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41029998660087585}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7728999853134155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6520000100135803},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.5740000009536743},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.49059998989105225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46869999170303345},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.46810001134872437},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4528000056743622},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4447000026702881},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4271000027656555},{"id":"https://openalex.org/C195065555","wikidata":"https://www.wikidata.org/wiki/Q214881","display_name":"Curvature","level":2,"score":0.41519999504089355},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41029998660087585},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4083000123500824},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3930000066757202},{"id":"https://openalex.org/C165818556","wikidata":"https://www.wikidata.org/wiki/Q213488","display_name":"Geodesic","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.37049999833106995},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C189216461","wikidata":"https://www.wikidata.org/wiki/Q2443456","display_name":"Topology optimization","level":3,"score":0.33799999952316284},{"id":"https://openalex.org/C202887219","wikidata":"https://www.wikidata.org/wiki/Q3895221","display_name":"Parametrization (atmospheric modeling)","level":3,"score":0.32989999651908875},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29280000925064087},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2750999927520752},{"id":"https://openalex.org/C2778855872","wikidata":"https://www.wikidata.org/wiki/Q7286559","display_name":"Rake","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.25540000200271606}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1111/cgf.70421","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70421","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},{"id":"pmh:oai:publications.rwth-aachen.de:1035112","is_oa":true,"landing_page_url":"https://publications.rwth-aachen.de/record/1035112","pdf_url":null,"source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer graphics forum (2026). doi:10.1111/cgf.70421","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1111/cgf.70421","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70421","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2104313947","https://openalex.org/W2108567935","https://openalex.org/W2143030836","https://openalex.org/W2168878960","https://openalex.org/W2544527501","https://openalex.org/W2611088989","https://openalex.org/W3106739517","https://openalex.org/W3165529666","https://openalex.org/W3170969191","https://openalex.org/W3195273421","https://openalex.org/W4378087161"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Given":[1],"an":[2,93],"embedding":[3,21],"of":[4,10,18,116,126],"a":[5,11,81,137],"layout":[6,72,101],"in":[7,154],"the":[8,16,20,26,112],"surface":[9,27,159],"target":[12],"mesh,":[13],"we":[14],"consider":[15],"problem":[17],"optimizing":[19],"geometrically.":[22],"Layout":[23],"embeddings":[24],"partition":[25],"into":[28],"multiple":[29],"disk\u2010like":[30],"patches,":[31],"making":[32],"them":[33],"particularly":[34],"useful":[35],"for":[36,70],"parametrization":[37],"and":[38,130],"remeshing":[39],"tasks,":[40],"such":[41],"as":[42,107],"quad\u2010remeshing,":[43],"since":[44],"these":[45],"problems":[46],"can":[47,56,104,144],"then":[48],"be":[49,105,145,163],"solved":[50],"on":[51,75,111,141],"simpler":[52],"subdomains.":[53],"Existing":[54],"methods":[55],"either":[57],"not":[58],"guarantee":[59],"to":[60,147],"maintain":[61],"patch":[62],"connectivity,":[63],"limiting":[64],"downstream":[65],"applications,":[66],"or":[67],"are":[68],"specialized":[69],"quad":[71],"optimization,":[73],"relying":[74],"principal":[76],"curvature":[77],"information.":[78],"We":[79,150],"propose":[80],"framework":[82],"that":[83],"balances":[84],"per\u2010patch":[85],"distortion":[86],"minimization":[87],"with":[88],"strict":[89],"connectivity":[90],"control":[91],"through":[92],"explicit":[94],"representation.":[95],"By":[96],"inserting":[97],"additional":[98,119],"nodes":[99],"along":[100],"arcs,":[102],"they":[103],"embedded":[106],"piecewise":[108],"geodesic":[109],"curves":[110],"surface.":[113],"This":[114],"sampling":[115],"arcs":[117],"provides":[118],"flexibility":[120],"where":[121],"required,":[122],"enabling":[123],"joint":[124],"optimization":[125,140],"both":[127],"node":[128],"positions":[129],"arc":[131],"embeddings.":[132],"Our":[133],"representation":[134],"naturally":[135],"supports":[136],"multi\u2010resolution":[138],"workflow:":[139],"coarse":[142],"meshes":[143],"prolongated":[146],"high\u2010resolution":[148],"inputs.":[149],"demonstrate":[151],"its":[152],"effectiveness":[153],"applications":[155],"requiring":[156],"connectivity\u2010preserving,":[157],"low\u2010distortion":[158],"layouts.":[160],"Code":[161],"will":[162],"available":[164],"at":[165],"https://github.com/7\u2010AlexH/layout\u2010embedding\u2010optimization.":[166]},"counts_by_year":[],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2026-05-05T00:00:00"}