{"id":"https://openalex.org/W7147700845","doi":"https://doi.org/10.48550/arxiv.2603.27741","title":"Segmenting Superbubbles in a Simulated Multiphase Interstellar Medium using Computer Vision","display_name":"Segmenting Superbubbles in a Simulated Multiphase Interstellar Medium using Computer Vision","publication_year":2026,"publication_date":"2026-03-29","ids":{"openalex":"https://openalex.org/W7147700845","doi":"https://doi.org/10.48550/arxiv.2603.27741"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.27741","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.27741","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.27741","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100599624","display_name":"Jingwen Chen","orcid":"https://orcid.org/0000-0002-5756-3336"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chen, Jing-Wen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132655039","display_name":"Alex S. Hill","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hill, Alex S.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036773935","display_name":"Anna Ordog","orcid":"https://orcid.org/0000-0002-2465-8937"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ordog, Anna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006357149","display_name":"Rebecca A. Booth","orcid":"https://orcid.org/0000-0001-5181-6673"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Booth, Rebecca A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5132666756","display_name":"Mohamed S. Shehata","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shehata, Mohamed S.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100599624"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T10477","display_name":"Astrophysics and Star Formation Studies","score":0.6310999989509583,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10477","display_name":"Astrophysics and Star Formation Studies","score":0.6310999989509583,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12917","display_name":"Astronomy and Astrophysical Research","score":0.04560000076889992,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10818","display_name":"Astrophysics and Cosmic Phenomena","score":0.03310000151395798,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/superbubble","display_name":"Superbubble","score":0.8188999891281128},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6535000205039978},{"id":"https://openalex.org/keywords/magnetohydrodynamic-drive","display_name":"Magnetohydrodynamic drive","score":0.5819000005722046},{"id":"https://openalex.org/keywords/interstellar-medium","display_name":"Interstellar medium","score":0.5511999726295471},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.41130000352859497},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.364300012588501}],"concepts":[{"id":"https://openalex.org/C172809573","wikidata":"https://www.wikidata.org/wiki/Q2318940","display_name":"Superbubble","level":4,"score":0.8188999891281128},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6535000205039978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6019999980926514},{"id":"https://openalex.org/C42471609","wikidata":"https://www.wikidata.org/wiki/Q1779048","display_name":"Magnetohydrodynamic drive","level":4,"score":0.5819000005722046},{"id":"https://openalex.org/C196939603","wikidata":"https://www.wikidata.org/wiki/Q41872","display_name":"Interstellar medium","level":3,"score":0.5511999726295471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4603999853134155},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.41130000352859497},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.364300012588501},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3547999858856201},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.34119999408721924},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3391000032424927},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.3212999999523163},{"id":"https://openalex.org/C127592171","wikidata":"https://www.wikidata.org/wiki/Q3937","display_name":"Supernova","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2874999940395355}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.27741","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.27741","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.27741","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.27741","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"article"},"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":{"We":[0],"developed":[1],"a":[2,50,61,118],"computer":[3],"vision-based":[4],"methodology":[5],"to":[6,77],"achieve":[7],"precise":[8],"3D":[9,25,72],"segmentation":[10,73],"and":[11,35,79,98],"tracking":[12],"of":[13,18,38,63,112],"superbubbles":[14],"within":[15],"magnetohydrodynamic":[16],"simulations":[17],"the":[19,32,44,81,92,127],"supernova-driven":[20],"interstellar":[21,102],"medium.":[22],"Leveraging":[23],"advanced":[24],"transformer":[26],"models,":[27],"our":[28,110],"approach":[29,106],"effectively":[30],"captures":[31],"complex":[33,124],"morphology":[34],"dynamic":[36],"evolution":[37,84],"these":[39],"astrophysical":[40],"structures.":[41],"To":[42],"demonstrate":[43],"technique,":[45],"we":[46],"specifically":[47],"focused":[48],"on":[49],"superbubble":[51,113],"exhibiting":[52],"interesting":[53],"interactions":[54,99],"with":[55,100],"its":[56],"surrounding":[57,101],"medium,":[58],"driven":[59],"by":[60],"series":[62],"successive":[64],"supernova":[65],"explosions.":[66],"Our":[67],"model":[68],"successfully":[69],"generated":[70],"detailed":[71],"masks,":[74],"enabling":[75],"us":[76],"visualize":[78],"analyze":[80],"bubble's":[82],"structural":[83],"over":[85],"time.":[86],"The":[87],"results":[88],"reveal":[89],"insights":[90],"into":[91],"superbubble's":[93],"growth":[94],"patterns,":[95],"energy":[96],"retention,":[97],"matter.":[103],"This":[104],"interdisciplinary":[105],"not":[107],"only":[108],"enhances":[109],"understanding":[111],"dynamics":[114],"but":[115],"also":[116],"offers":[117],"robust":[119],"framework":[120],"for":[121],"investigating":[122],"other":[123],"phenomena":[125],"in":[126],"cosmos.":[128]},"counts_by_year":[],"updated_date":"2026-04-02T13:53:19.096889","created_date":"2026-04-02T00:00:00"}