{"id":"https://openalex.org/W4393878711","doi":"https://doi.org/10.5281/zenodo.6104823","title":"Automated galaxy-galaxy strong lens modelling: no lens left behind","display_name":"Automated galaxy-galaxy strong lens modelling: no lens left behind","publication_year":2022,"publication_date":"2022-02-21","ids":{"openalex":"https://openalex.org/W4393878711","doi":"https://doi.org/10.5281/zenodo.6104823"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:6104823","is_oa":true,"landing_page_url":"https://zenodo.org/record/6104823","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/6104823","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106887765","display_name":"Amy Etherington","orcid":"https://orcid.org/0000-0003-4642-7109"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Etherington, Amy","raw_affiliation_strings":["Durham University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035769120","display_name":"J.W Nightingale","orcid":"https://orcid.org/0000-0002-8987-7401"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nightingale, James W.","raw_affiliation_strings":["Durham University"],"raw_orcid":"https://orcid.org/0000-0002-8987-7401","affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029979157","display_name":"R. Massey","orcid":"https://orcid.org/0000-0002-6085-3780"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Massey, Richard","raw_affiliation_strings":["Durham University"],"raw_orcid":"https://orcid.org/0000-0002-6085-3780","affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057489247","display_name":"Xiaoyue Cao","orcid":"https://orcid.org/0000-0003-4988-9296"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210164580","display_name":"National Astronomical Observatories","ror":"https://ror.org/058pyyv44","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210164580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cao, XiaoYue","raw_affiliation_strings":["National Astronomical Observatories, Chinese Academy of Sciences"],"raw_orcid":"https://orcid.org/0000-0003-4988-9296","affiliations":[{"raw_affiliation_string":"National Astronomical Observatories, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210164580","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076385727","display_name":"N. C. Amorisco","orcid":"https://orcid.org/0000-0002-3205-5335"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amorisco, Nicola C.","raw_affiliation_strings":["Durham University"],"raw_orcid":"https://orcid.org/0000-0002-3205-5335","affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081222224","display_name":"Aristeidis Amvrosiadis","orcid":"https://orcid.org/0000-0002-4465-1564"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amvrosiadis, Aristeidis","raw_affiliation_strings":["Durham University"],"raw_orcid":"https://orcid.org/0000-0002-4465-1564","affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045427366","display_name":"Shaun Cole","orcid":"https://orcid.org/0000-0002-5954-7903"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cole, Shaun","raw_affiliation_strings":["Durham University"],"raw_orcid":"https://orcid.org/0000-0002-5954-7903","affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032994273","display_name":"Carlos S. Frenk","orcid":"https://orcid.org/0000-0002-2338-716X"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frenk, Carlos S.","raw_affiliation_strings":["Durham University"],"raw_orcid":"https://orcid.org/0000-0002-2338-716X","affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000121731","display_name":"Qiuhan He","orcid":"https://orcid.org/0000-0003-3672-9365"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"He, Qiuhan","raw_affiliation_strings":["Durham University"],"raw_orcid":"https://orcid.org/0000-0003-3672-9365","affiliations":[{"raw_affiliation_string":"Durham University","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428101","display_name":"Ran Li","orcid":"https://orcid.org/0000-0003-3899-0612"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210164580","display_name":"National Astronomical Observatories","ror":"https://ror.org/058pyyv44","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210164580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li, Ran","raw_affiliation_strings":["National Astronomical Observatories, Chinese Academy of Sciences"],"raw_orcid":"https://orcid.org/0000-0003-3899-0612","affiliations":[{"raw_affiliation_string":"National Astronomical Observatories, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210164580","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018614093","display_name":"Andrew Robertson","orcid":"https://orcid.org/0000-0002-0086-0524"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robertson, Andrew","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology"],"raw_orcid":"https://orcid.org/0000-0002-0086-0524","affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017456031","display_name":"Sut-Ieng Tam","orcid":"https://orcid.org/0000-0002-6724-833X"},"institutions":[{"id":"https://openalex.org/I1311099166","display_name":"Institute of Astronomy and Astrophysics, Academia Sinica","ror":"https://ror.org/01hfpy566","country_code":"TW","type":"facility","lineage":["https://openalex.org/I1311099166","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tam, Sut-Ieng","raw_affiliation_strings":["Academia Sinica Institute of Astronomy and Astrophysics"],"raw_orcid":"https://orcid.org/0000-0002-6724-833X","affiliations":[{"raw_affiliation_string":"Academia Sinica Institute of Astronomy and Astrophysics","institution_ids":["https://openalex.org/I1311099166"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5106887765"],"corresponding_institution_ids":["https://openalex.org/I190082696"],"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/T12917","display_name":"Astronomy and Astrophysical Research","score":0.9836000204086304,"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"}},"topics":[{"id":"https://openalex.org/T12917","display_name":"Astronomy and Astrophysical Research","score":0.9836000204086304,"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/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.9819999933242798,"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/T14163","display_name":"Astronomical Observations and Instrumentation","score":0.9453999996185303,"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/lens","display_name":"Lens (geology)","score":0.7342235445976257},{"id":"https://openalex.org/keywords/galaxy","display_name":"Galaxy","score":0.6674774885177612},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.4270763099193573},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.4262970983982086},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.16804063320159912}],"concepts":[{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.7342235445976257},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.6674774885177612},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4270763099193573},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.4262970983982086},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.16804063320159912}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:6104823","is_oa":true,"landing_page_url":"https://zenodo.org/record/6104823","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.6104823","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.6104823","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:6104823","is_oa":true,"landing_page_url":"https://zenodo.org/record/6104823","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["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/W1997152486","https://openalex.org/W4321479465","https://openalex.org/W1968347830","https://openalex.org/W1983901707"],"abstract_inverted_index":{"This":[0],"dataset":[1,40],"comprises":[2],"lens":[3,22,25,38],"model-fits":[4],"to":[5,79,98,121,136,145,154],"59":[6],"strong":[7,21,37],"lenses":[8],"from":[9],"the":[10,17,47,59,75,87,99,105,110,116,149],"SLACS":[11],"and":[12,49,62,93,126],"BELLS-GALLERY":[13],"samples,":[14],"contained":[15],"in":[16,104,109,123,140,148],"paper":[18,111],"<strong>\"Automated":[19],"galaxy-galaxy":[20],"modelling:":[23],"no":[24],"left":[26],"behind\"</strong>":[27],"by<strong>":[28],"Etherington":[29],"et":[30],"al.</strong>.":[31],"For":[32],"every":[33,36,52],"model-fit":[34],"of":[35,51,74],"this":[39,141],"includes:":[41],"-":[42,54,64],"A":[43,55],"`model.info`":[44],"file":[45,57,80],"with":[46,58,115,130,164],"priors":[48],"values":[50],"parameter.<br>":[53],"`model.results`":[56],"parameter":[60],"estimates":[61],"errors.<br>":[63],"An":[65],"`image`":[66],"folder":[67],"containing":[68],".png":[69],"files":[70],"showing":[71],"different":[72],"aspects":[73],"overall":[76],"fit.":[77],"Due":[78,120],"size":[81],"limitations,":[82],"we":[83,132],"do":[84,94,146],"not":[85,95,135],"include":[86,96,137],"full":[88],"dynesty":[89],"nested":[90],"sampling":[91],"chains":[92],"fits":[97],"simulated":[100],"mock":[101],"data":[102,161],"discussed":[103],"paper.":[106],"Reproducing":[107],"figures":[108],"also":[112],"requires":[113],"interfacing":[114],"<strong>PyAutoLens</strong>":[117],"database":[118],"feature.":[119],"changes":[122],"version":[124],"number":[125],"backwards":[127],"compatibility":[128],"issues":[129],"results,":[131],"have":[133],"opted":[134],"these":[138],"scripts":[139],"release.":[142],"We'll":[143],"aim":[144],"better":[147],"future!":[150],"Please":[151],"feel":[152],"free":[153],"contact":[155],"me":[156],"(james.w.nightingale@durham.ac.uk)":[157],"for":[158],"any":[159],"missing":[160],"or":[162],"help":[163],"reproducing":[165],"visuals.":[166]},"counts_by_year":[],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}
