{"id":"https://openalex.org/W4404355735","doi":"https://doi.org/10.48550/arxiv.2411.02453","title":"Super-Resolution without High-Resolution Labels for Black Hole Simulations","display_name":"Super-Resolution without High-Resolution Labels for Black Hole Simulations","publication_year":2024,"publication_date":"2024-11-03","ids":{"openalex":"https://openalex.org/W4404355735","doi":"https://doi.org/10.48550/arxiv.2411.02453"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2411.02453","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.02453","pdf_url":"https://arxiv.org/pdf/2411.02453","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2411.02453","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039317175","display_name":"Thomas Helfer","orcid":"https://orcid.org/0000-0003-2460-5816"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Helfer, Thomas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037492720","display_name":"T. Edwards","orcid":"https://orcid.org/0000-0002-2258-6191"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edwards, Thomas D. P.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000716736","display_name":"Jessica Dafflon","orcid":"https://orcid.org/0000-0003-2540-0927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dafflon, Jessica","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078311510","display_name":"Kaze W. K. Wong","orcid":"https://orcid.org/0000-0001-8432-7788"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wong, Kaze W. K.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5114638575","display_name":"Matthew Lyle Olson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olson, Matthew Lyle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"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/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11183","display_name":"Advanced X-ray Imaging Techniques","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"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/high-resolution","display_name":"High resolution","score":0.6261219382286072},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5728873014450073},{"id":"https://openalex.org/keywords/black-hole","display_name":"Black hole (networking)","score":0.48651736974716187},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.4375855028629303},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.4078121483325958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3644430637359619},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2046584188938141},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17889857292175293},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.15459761023521423},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06965649127960205}],"concepts":[{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.6261219382286072},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5728873014450073},{"id":"https://openalex.org/C50341732","wikidata":"https://www.wikidata.org/wiki/Q880302","display_name":"Black hole (networking)","level":5,"score":0.48651736974716187},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.4375855028629303},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4078121483325958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3644430637359619},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2046584188938141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17889857292175293},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.15459761023521423},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06965649127960205},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.0},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2411.02453","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.02453","pdf_url":"https://arxiv.org/pdf/2411.02453","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2411.02453","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2411.02453","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2411.02453","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.02453","pdf_url":"https://arxiv.org/pdf/2411.02453","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310145","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95"},{"id":"https://openalex.org/F4320319356","display_name":"Flatiron Health","ror":"https://ror.org/0508h6p74"},{"id":"https://openalex.org/F4320331904","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404355735.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W4212954839","https://openalex.org/W3190051883","https://openalex.org/W4401570279"],"abstract_inverted_index":{"Generating":[0],"high-resolution":[1,67],"simulations":[2,24],"is":[3,25],"key":[4],"for":[5],"advancing":[6],"our":[7,88],"understanding":[8],"of":[9,11,83,101],"one":[10,97],"the":[12,35,70,81],"universe's":[13],"most":[14],"violent":[15],"events:":[16],"Black":[17,22],"Hole":[18,23],"mergers.":[19],"However,":[20],"generating":[21],"limited":[26],"by":[27,59,96],"prohibitive":[28],"computational":[29],"costs":[30],"and":[31,38,45,72,103],"scalability":[32],"issues,":[33],"reducing":[34],"simulation's":[36],"fidelity":[37],"resolution":[39],"achievable":[40],"within":[41],"reasonable":[42],"time":[43],"frames":[44],"resources.":[46],"In":[47],"this":[48],"work,":[49],"we":[50],"introduce":[51],"a":[52,61,91],"novel":[53],"method":[54,89],"that":[55,79,87],"circumvents":[56],"these":[57],"limitations":[58],"applying":[60],"super-resolution":[62],"technique":[63],"without":[64],"directly":[65],"needing":[66],"labels,":[68],"leveraging":[69],"Hamiltonian":[71],"momentum":[73],"constraints-fundamental":[74],"equations":[75],"in":[76,93],"general":[77],"relativity":[78],"govern":[80],"dynamics":[82],"spacetime.":[84],"We":[85],"demonstrate":[86],"achieves":[90],"reduction":[92],"constraint":[94],"violation":[95],"to":[98,106],"two":[99],"orders":[100],"magnitude":[102],"generalizes":[104],"effectively":[105],"out-of-distribution":[107],"simulations.":[108]},"counts_by_year":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2024-11-15T00:00:00"}
