{"id":"https://openalex.org/W4406028268","doi":"https://doi.org/10.1109/tci.2025.3525971","title":"Exoplanet Imaging via Differentiable Rendering","display_name":"Exoplanet Imaging via Differentiable Rendering","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406028268","doi":"https://doi.org/10.1109/tci.2025.3525971"},"language":"en","primary_location":{"id":"doi:10.1109/tci.2025.3525971","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2025.3525971","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tci.2025.3525971","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016163266","display_name":"Brandon Y. Feng","orcid":"https://orcid.org/0000-0001-7003-9128"},"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":true,"raw_author_name":"Brandon Y. Feng","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, USA"],"raw_orcid":"https://orcid.org/0000-0001-7003-9128","affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030687500","display_name":"Rodrigo Ferrer-Ch\u00e1vez","orcid":"https://orcid.org/0000-0002-2683-2396"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rodrigo Ferrer-Ch\u00e1vez","raw_affiliation_strings":["Department of Physics and Astronomy, Northwestern University, Evanston, IL, USA","Department of Physics &amp; Astronomy, Northwestern University, USA"],"raw_orcid":"https://orcid.org/0000-0002-2683-2396","affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Physics &amp; Astronomy, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039735978","display_name":"Aviad Levis","orcid":"https://orcid.org/0000-0001-7307-632X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aviad Levis","raw_affiliation_strings":["Department of Computer Science, University of Toronto, Toronto, ON, Canada","Department of Computer Science, University of Toronto, Canada"],"raw_orcid":"https://orcid.org/0000-0001-7307-632X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Department of Computer Science, University of Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700438","display_name":"Jason Wang","orcid":"https://orcid.org/0000-0003-0774-6502"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason J. Wang","raw_affiliation_strings":["Department of Physics and Astronomy, Northwestern University, Evanston, IL, USA","Department of Physics &amp; Astronomy, Northwestern University, USA"],"raw_orcid":"https://orcid.org/0000-0003-0774-6502","affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Physics &amp; Astronomy, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061668167","display_name":"Katherine L. Bouman","orcid":"https://orcid.org/0000-0003-0077-4367"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine L. Bouman","raw_affiliation_strings":["Departments of Computing and Mathematical Sciences, Electrical Engineering, and Astronomy, California Institute of Technology, Pasadena, CA, USA","Departments of Computing and Mathematical Sciences, Electrical Engineering, and Astronomy, California Institute of Technology, USA"],"raw_orcid":"https://orcid.org/0000-0003-0077-4367","affiliations":[{"raw_affiliation_string":"Departments of Computing and Mathematical Sciences, Electrical Engineering, and Astronomy, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]},{"raw_affiliation_string":"Departments of Computing and Mathematical Sciences, Electrical Engineering, and Astronomy, California Institute of Technology, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074429265","display_name":"William T. Freeman","orcid":"https://orcid.org/0000-0002-2231-7995"},"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":"William T. Freeman","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, USA"],"raw_orcid":"https://orcid.org/0000-0002-2231-7995","affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5016163266"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":1.1044,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72856949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"11","issue":null,"first_page":"36","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.9979000091552734,"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":0.9979000091552734,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12050","display_name":"Optical Polarization and Ellipsometry","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/exoplanet","display_name":"Exoplanet","score":0.9303266406059265},{"id":"https://openalex.org/keywords/starlight","display_name":"Starlight","score":0.8639297485351562},{"id":"https://openalex.org/keywords/wavefront","display_name":"Wavefront","score":0.7842207551002502},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.5712373852729797},{"id":"https://openalex.org/keywords/adaptive-optics","display_name":"Adaptive optics","score":0.5707837343215942},{"id":"https://openalex.org/keywords/wavefront-sensor","display_name":"Wavefront sensor","score":0.5461337566375732},{"id":"https://openalex.org/keywords/direct-imaging","display_name":"Direct imaging","score":0.5147445201873779},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5049644112586975},{"id":"https://openalex.org/keywords/coronagraph","display_name":"Coronagraph","score":0.46078574657440186},{"id":"https://openalex.org/keywords/telescope","display_name":"Telescope","score":0.4529522657394409},{"id":"https://openalex.org/keywords/planet","display_name":"Planet","score":0.44895637035369873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3834122121334076},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32944947481155396},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.3282286524772644},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.32750529050827026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31337296962738037},{"id":"https://openalex.org/keywords/stars","display_name":"Stars","score":0.19774943590164185},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15375402569770813}],"concepts":[{"id":"https://openalex.org/C163479331","wikidata":"https://www.wikidata.org/wiki/Q44559","display_name":"Exoplanet","level":3,"score":0.9303266406059265},{"id":"https://openalex.org/C2776112769","wikidata":"https://www.wikidata.org/wiki/Q7602059","display_name":"Starlight","level":3,"score":0.8639297485351562},{"id":"https://openalex.org/C165699331","wikidata":"https://www.wikidata.org/wiki/Q461533","display_name":"Wavefront","level":2,"score":0.7842207551002502},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.5712373852729797},{"id":"https://openalex.org/C132771110","wikidata":"https://www.wikidata.org/wiki/Q506922","display_name":"Adaptive optics","level":2,"score":0.5707837343215942},{"id":"https://openalex.org/C99407587","wikidata":"https://www.wikidata.org/wiki/Q2845270","display_name":"Wavefront sensor","level":3,"score":0.5461337566375732},{"id":"https://openalex.org/C2993546912","wikidata":"https://www.wikidata.org/wiki/Q591022","display_name":"Direct imaging","level":2,"score":0.5147445201873779},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5049644112586975},{"id":"https://openalex.org/C133286888","wikidata":"https://www.wikidata.org/wiki/Q835032","display_name":"Coronagraph","level":4,"score":0.46078574657440186},{"id":"https://openalex.org/C2780848835","wikidata":"https://www.wikidata.org/wiki/Q4213","display_name":"Telescope","level":2,"score":0.4529522657394409},{"id":"https://openalex.org/C51244244","wikidata":"https://www.wikidata.org/wiki/Q634","display_name":"Planet","level":2,"score":0.44895637035369873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3834122121334076},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32944947481155396},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.3282286524772644},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.32750529050827026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31337296962738037},{"id":"https://openalex.org/C150846664","wikidata":"https://www.wikidata.org/wiki/Q7602306","display_name":"Stars","level":2,"score":0.19774943590164185},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15375402569770813}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tci.2025.3525971","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2025.3525971","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tci.2025.3525971","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2025.3525971","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G256731684","display_name":null,"funder_award_id":"NAS5-03127","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G4727701736","display_name":null,"funder_award_id":"JWST-GO-04050","funder_id":"https://openalex.org/F4320314503","funder_display_name":"Space Telescope Science Institute"},{"id":"https://openalex.org/G6765015927","display_name":null,"funder_award_id":"JWST-ERS-01386","funder_id":"https://openalex.org/F4320314503","funder_display_name":"Space Telescope Science Institute"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320314503","display_name":"Space Telescope Science Institute","ror":"https://ror.org/036f5mx38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1966785550","https://openalex.org/W1971214928","https://openalex.org/W2000146957","https://openalex.org/W2005344583","https://openalex.org/W2009360693","https://openalex.org/W2032503266","https://openalex.org/W2044999901","https://openalex.org/W2046539265","https://openalex.org/W2052937506","https://openalex.org/W2068309608","https://openalex.org/W2074240506","https://openalex.org/W2107650276","https://openalex.org/W2160039335","https://openalex.org/W2614400323","https://openalex.org/W2615278129","https://openalex.org/W2761986865","https://openalex.org/W2810610794","https://openalex.org/W2891991883","https://openalex.org/W2902812770","https://openalex.org/W2913113735","https://openalex.org/W2951832675","https://openalex.org/W2983219806","https://openalex.org/W2990173985","https://openalex.org/W3104020100","https://openalex.org/W3109585842","https://openalex.org/W3174621777","https://openalex.org/W3183800428","https://openalex.org/W3185871635","https://openalex.org/W3212925807","https://openalex.org/W4221151978","https://openalex.org/W4287756134","https://openalex.org/W4289277575","https://openalex.org/W4296209293","https://openalex.org/W4382072191","https://openalex.org/W4382361714","https://openalex.org/W4383370278","https://openalex.org/W4385318467","https://openalex.org/W4388408695","https://openalex.org/W4399152194","https://openalex.org/W4401937458","https://openalex.org/W6652312646","https://openalex.org/W6664581135","https://openalex.org/W6677070493","https://openalex.org/W6721496428","https://openalex.org/W6766978945","https://openalex.org/W6768918623","https://openalex.org/W6770182729","https://openalex.org/W6786739917"],"related_works":["https://openalex.org/W3103741254","https://openalex.org/W1511865857","https://openalex.org/W3099536611","https://openalex.org/W2063110208","https://openalex.org/W2490905992","https://openalex.org/W2065059973","https://openalex.org/W2049410432","https://openalex.org/W2013913777","https://openalex.org/W2024063393","https://openalex.org/W2770975292"],"abstract_inverted_index":{"Direct":[0],"imaging":[1,200],"of":[2,10,45,53,58,100,104,165],"exoplanets":[3],"is":[4],"crucial":[5],"for":[6,82,93,197],"advancing":[7],"our":[8,14,166],"understanding":[9],"planetary":[11],"systems":[12],"beyond":[13],"solar":[15],"system,":[16,137],"but":[17],"it":[18],"faces":[19],"significant":[20],"challenges":[21],"due":[22,96],"to":[23,97,122,141,149],"the":[24,38,51,56,68,98,101,156,163,181],"high":[25],"contrast":[26,172],"between":[27],"host":[28],"stars":[29],"and":[30,146,173,201],"their":[31],"planets.":[32],"Wavefront":[33],"aberrations":[34],"introduce":[35],"speckles":[36],"in":[37,67,171],"telescope":[39,136],"science":[40],"images,":[41],"which":[42],"are":[43],"patterns":[44],"diffracted":[46],"starlight":[47,144],"that":[48,116],"can":[49,188],"mimic":[50],"appearance":[52],"planets,":[54],"complicating":[55],"detection":[57,175],"faint":[59,150],"exoplanet":[60,124,199],"signals.":[61],"Traditional":[62],"post-processing":[63],"methods,":[64],"operating":[65],"primarily":[66],"image":[69],"intensity":[70],"domain,":[71],"do":[72],"not":[73],"integrate":[74],"wavefront":[75,105,119,192],"sensing":[76,120],"data.":[77],"These":[78],"data,":[79,193],"measured":[80],"mainly":[81],"adaptive":[83],"optics":[84],"corrections,":[85],"have":[86],"been":[87],"overlooked":[88],"as":[89],"a":[90,112,134],"potential":[91],"resource":[92],"post-processing,":[94],"partly":[95],"challenge":[99],"evolving":[102],"nature":[103],"aberrations.":[106],"In":[107],"this":[108],"paper,":[109],"we":[110],"present":[111],"differentiable":[113,127,186],"rendering":[114,187],"approach":[115],"leverages":[117],"these":[118],"data":[121],"improve":[123,143],"detection.":[125],"Our":[126,177],"renderer":[128],"models":[129],"wave-based":[130],"light":[131],"propagation":[132],"through":[133],"coronagraphic":[135],"allowing":[138],"gradient-based":[139],"optimization":[140],"significantly":[142],"subtraction":[145],"increase":[147],"sensitivity":[148],"exoplanets.":[151],"Simulation":[152],"experiments":[153],"based":[154],"on":[155],"James":[157],"Webb":[158],"Space":[159],"Telescope":[160],"configuration":[161],"demonstrate":[162],"effectiveness":[164],"approach,":[167],"achieving":[168],"substantial":[169],"improvements":[170],"planet":[174],"limits.":[176],"results":[178],"showcase":[179],"how":[180],"computational":[182],"advancements":[183],"enabled":[184],"by":[185],"revitalize":[189],"previously":[190],"underexploited":[191],"opening":[194],"new":[195],"avenues":[196],"enhancing":[198],"characterization.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
