{"id":"https://openalex.org/W4405940974","doi":"https://doi.org/10.1007/978-3-031-74643-7_10","title":"Simulation-Based Inference for\u00a0Exoplanet Atmospheric Retrieval: Insights from\u00a0Winning the\u00a0Ariel Data Challenge 2023 Using Normalizing Flows","display_name":"Simulation-Based Inference for\u00a0Exoplanet Atmospheric Retrieval: Insights from\u00a0Winning the\u00a0Ariel Data Challenge 2023 Using Normalizing Flows","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405940974","doi":"https://doi.org/10.1007/978-3-031-74643-7_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74643-7_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74643-7_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5108905145","display_name":"Mayeul Aubin","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["FR","US"],"is_corresponding":true,"raw_author_name":"Mayeul Aubin","raw_affiliation_strings":["AstroAI, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","Ecole Polytechnique, Rte de Saclay, 91120, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"AstroAI, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]},{"raw_affiliation_string":"Ecole Polytechnique, Rte de Saclay, 91120, Palaiseau, France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210139461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034486773","display_name":"Carolina Cuesta-Lazaro","orcid":"https://orcid.org/0000-0002-6069-2999"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carolina Cuesta-Lazaro","raw_affiliation_strings":["Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA","Institute of Theory and Computation, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Institute of Theory and Computation, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092905567","display_name":"Ethan Tregidga","orcid":"https://orcid.org/0009-0008-6580-7469"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Ethan Tregidga","raw_affiliation_strings":["AstroAI, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","University of Southampton, University Road, Southampton, SO17 1BJ, UK"],"affiliations":[{"raw_affiliation_string":"AstroAI, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]},{"raw_affiliation_string":"University of Southampton, University Road, Southampton, SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055097373","display_name":"Javier Via\u00f1a","orcid":"https://orcid.org/0000-0002-0563-784X"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Via\u00f1a","raw_affiliation_strings":["Kavli Institute for Astrophysics and Space Research, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA"],"affiliations":[{"raw_affiliation_string":"Kavli Institute for Astrophysics and Space Research, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020090078","display_name":"Cecilia Garraffo","orcid":"https://orcid.org/0000-0002-8791-6286"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cecilia Garraffo","raw_affiliation_strings":["AstroAI, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","Division of High Energy Astrophysics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"AstroAI, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]},{"raw_affiliation_string":"Division of High Energy Astrophysics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018164641","display_name":"Iouli E. Gordon","orcid":"https://orcid.org/0000-0003-4763-2841"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iouli E. Gordon","raw_affiliation_strings":["Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005103000","display_name":"Mercedes L\u00f3pez\u2010Morales","orcid":"https://orcid.org/0000-0003-3204-8183"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mercedes L\u00f3pez-Morales","raw_affiliation_strings":["Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104438692","display_name":"Robert J. Hargreaves","orcid":"https://orcid.org/0000-0002-7691-6926"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert J. Hargreaves","raw_affiliation_strings":["Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053965830","display_name":"Vladimir Yu. Makhnev","orcid":"https://orcid.org/0000-0001-7014-6636"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Yu. Makhnev","raw_affiliation_strings":["Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Division of Atomic and Molecular Physics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030946360","display_name":"J. J. Drake","orcid":"https://orcid.org/0000-0002-0210-2276"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy J. Drake","raw_affiliation_strings":["Division of High Energy Astrophysics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Division of High Energy Astrophysics, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082668142","display_name":"Douglas P. Finkbeiner","orcid":"https://orcid.org/0000-0003-2808-275X"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Douglas P. Finkbeiner","raw_affiliation_strings":["Institute of Theory and Computation, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Institute of Theory and Computation, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077599193","display_name":"Phillip A. Cargile","orcid":"https://orcid.org/0000-0002-1617-8917"},"institutions":[{"id":"https://openalex.org/I4210124175","display_name":"Center for Astrophysics Harvard & Smithsonian","ror":"https://ror.org/03c3r2d17","country_code":"US","type":"education","lineage":["https://openalex.org/I103187081","https://openalex.org/I136199984","https://openalex.org/I4210124175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phillip Cargile","raw_affiliation_strings":["Division of Optical and Infrared Astronomy, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA"],"affiliations":[{"raw_affiliation_string":"Division of Optical and Infrared Astronomy, Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, Cambridge, MA, 02138, USA","institution_ids":["https://openalex.org/I4210124175"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5108905145"],"corresponding_institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210124175","https://openalex.org/I4210139461"],"apc_list":null,"apc_paid":null,"fwci":16.7538,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.99063189,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.9860000014305115,"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/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.9860000014305115,"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/T14214","display_name":"Space Exploration and Technology","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10325","display_name":"Astro and Planetary Science","score":0.9624999761581421,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/exoplanet","display_name":"Exoplanet","score":0.9016543626785278},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6309181451797485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44894173741340637},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.4018285274505615},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34085148572921753},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33617207407951355},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.1973157525062561},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19253858923912048},{"id":"https://openalex.org/keywords/planet","display_name":"Planet","score":0.12480899691581726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12234354019165039}],"concepts":[{"id":"https://openalex.org/C163479331","wikidata":"https://www.wikidata.org/wiki/Q44559","display_name":"Exoplanet","level":3,"score":0.9016543626785278},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6309181451797485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44894173741340637},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.4018285274505615},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34085148572921753},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33617207407951355},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.1973157525062561},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19253858923912048},{"id":"https://openalex.org/C51244244","wikidata":"https://www.wikidata.org/wiki/Q634","display_name":"Planet","level":2,"score":0.12480899691581726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12234354019165039}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-74643-7_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74643-7_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2011301426","https://openalex.org/W2155828690","https://openalex.org/W2186602302","https://openalex.org/W2204637572","https://openalex.org/W2342249984","https://openalex.org/W2413988422","https://openalex.org/W2528379776","https://openalex.org/W2578334915","https://openalex.org/W2792367285","https://openalex.org/W2887707884","https://openalex.org/W2889599904","https://openalex.org/W2892338809","https://openalex.org/W2898903847","https://openalex.org/W2949676527","https://openalex.org/W2951751962","https://openalex.org/W2970971581","https://openalex.org/W2992005611","https://openalex.org/W2996202730","https://openalex.org/W3003257820","https://openalex.org/W3035965352","https://openalex.org/W3098746777","https://openalex.org/W3099878876","https://openalex.org/W3101451590","https://openalex.org/W3102556913","https://openalex.org/W3103732896","https://openalex.org/W4286631619","https://openalex.org/W4315881177","https://openalex.org/W4317790263","https://openalex.org/W4323568501","https://openalex.org/W4327744691","https://openalex.org/W4384699408","https://openalex.org/W6931560477","https://openalex.org/W6968518958"],"related_works":["https://openalex.org/W2805686072","https://openalex.org/W4241171306","https://openalex.org/W4320729810","https://openalex.org/W2090184506","https://openalex.org/W947793337","https://openalex.org/W4353087870","https://openalex.org/W3114851552","https://openalex.org/W2752330988","https://openalex.org/W4213082177","https://openalex.org/W2979918321"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
