{"id":"https://openalex.org/W2799807151","doi":"https://doi.org/10.1088/1475-7516/2018/10/028","title":"Cosmological reconstruction from galaxy light: neural network based light-matter connection","display_name":"Cosmological reconstruction from galaxy light: neural network based light-matter connection","publication_year":2018,"publication_date":"2018-10-17","ids":{"openalex":"https://openalex.org/W2799807151","doi":"https://doi.org/10.1088/1475-7516/2018/10/028","mag":"2799807151"},"language":"en","primary_location":{"id":"doi:10.1088/1475-7516/2018/10/028","doi":"https://doi.org/10.1088/1475-7516/2018/10/028","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1475-7516/2018/10/028","pdf_url":"https://iopscience.iop.org/article/10.1088/1475-7516/2018/10/028/pdf","source":{"id":"https://openalex.org/S120662888","display_name":"Journal of Cosmology and Astroparticle Physics","issn_l":"1475-7508","issn":["1475-7508","1475-7516"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311669","host_organization_name":"Institute of Physics","host_organization_lineage":["https://openalex.org/P4310311669"],"host_organization_lineage_names":["Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cosmology and Astroparticle Physics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://iopscience.iop.org/article/10.1088/1475-7516/2018/10/028/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101916965","display_name":"Chirag Modi","orcid":"https://orcid.org/0000-0002-1670-2248","observed_orcids":["https://orcid.org/0000-0002-1670-2248"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chirag Modi","raw_affiliation_strings":["Berkeley Center for Cosmological Physics and Department of Physics, University of California, Berkeley, CA 94720, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berkeley Center for Cosmological Physics and Department of Physics, University of California, Berkeley, CA 94720, U.S.A","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yu Feng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Feng","raw_affiliation_strings":["Berkeley Center for Cosmological Physics and Department of Physics, University of California, Berkeley, CA 94720, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berkeley Center for Cosmological Physics and Department of Physics, University of California, Berkeley, CA 94720, U.S.A","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":null,"display_name":"Uro\u0161 Seljak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Uro\u0161 Seljak","raw_affiliation_strings":["Berkeley Center for Cosmological Physics and Department of Physics, University of California, Berkeley, CA 94720, U.S.A","Physics Division, Lawrence Berkeley National Laboratory, Cyclotron Rd., Berkeley, CA 94720, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berkeley Center for Cosmological Physics and Department of Physics, University of California, Berkeley, CA 94720, U.S.A","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Physics Division, Lawrence Berkeley National Laboratory, Cyclotron Rd., Berkeley, CA 94720, U.S.A","institution_ids":["https://openalex.org/I148283060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":3.8633,"has_fulltext":true,"cited_by_count":94,"citation_normalized_percentile":{"value":0.94058658,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"2018","issue":"10","first_page":"028","last_page":"028"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10095","display_name":"Cosmology and Gravitation Theories","score":0.7949000000953674,"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/T10095","display_name":"Cosmology and Gravitation Theories","score":0.7949000000953674,"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/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.17870000004768372,"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/T11090","display_name":"Dark Matter and Cosmic Phenomena","score":0.003100000089034438,"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/cosmological-reconstruction","display_name":"cosmological reconstruction","score":0.7940000295639038},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.5910000205039978},{"id":"https://openalex.org/keywords/shot-noise","display_name":"shot noise","score":0.6060000061988831},{"id":"https://openalex.org/keywords/baryon-acoustic-oscillations","display_name":"baryon acoustic oscillations","score":0.8500000238418579},{"id":"https://openalex.org/keywords/power-spectrum-reconstruction","display_name":"power spectrum reconstruction","score":0.6850000023841858},{"id":"https://openalex.org/keywords/dark-matter","display_name":"dark matter","score":0.4790000021457672},{"id":"https://openalex.org/keywords/galaxy-redshift-surveys","display_name":"galaxy redshift surveys","score":0.6010000109672546},{"id":"https://openalex.org/keywords/annealing","display_name":"annealing","score":0.6470000147819519}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.8960000276565552},{"id":"https://openalex.org/C184665706","wikidata":"https://www.wikidata.org/wiki/Q186310","display_name":"Halo","level":3,"score":0.7764000296592712},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.6169999837875366},{"id":"https://openalex.org/C33024259","wikidata":"https://www.wikidata.org/wiki/Q76250","display_name":"Redshift","level":3,"score":0.5666000247001648},{"id":"https://openalex.org/C159249277","wikidata":"https://www.wikidata.org/wiki/Q79925","display_name":"Dark matter","level":2,"score":0.5633000135421753},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.5428000092506409},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.47620001435279846},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.46720001101493835},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.4009999930858612},{"id":"https://openalex.org/C48387981","wikidata":"https://www.wikidata.org/wiki/Q631379","display_name":"Galactic halo","level":4,"score":0.39419999718666077},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.3580999970436096},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3546000123023987},{"id":"https://openalex.org/C174802034","wikidata":"https://www.wikidata.org/wiki/Q1995140","display_name":"Galaxy formation and evolution","level":3,"score":0.3476000130176544},{"id":"https://openalex.org/C190670322","wikidata":"https://www.wikidata.org/wiki/Q13073796","display_name":"Weak gravitational lensing","level":4,"score":0.34040001034736633},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.33230000734329224},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.32510000467300415},{"id":"https://openalex.org/C53622274","wikidata":"https://www.wikidata.org/wiki/Q2496679","display_name":"Correlation function (quantum field theory)","level":3,"score":0.32280001044273376},{"id":"https://openalex.org/C126320844","wikidata":"https://www.wikidata.org/wiki/Q1153477","display_name":"Cold dark matter","level":3,"score":0.3206000030040741},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29789999127388},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C154153549","wikidata":"https://www.wikidata.org/wiki/Q159731","display_name":"Baryon","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C88148261","wikidata":"https://www.wikidata.org/wiki/Q864952","display_name":"Dark matter halo","level":4,"score":0.2816999852657318},{"id":"https://openalex.org/C51267290","wikidata":"https://www.wikidata.org/wiki/Q5527848","display_name":"Gaussian random field","level":4,"score":0.2718999981880188},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.26750001311302185},{"id":"https://openalex.org/C172790937","wikidata":"https://www.wikidata.org/wiki/Q18343","display_name":"Dark energy","level":3,"score":0.26660001277923584},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C26405456","wikidata":"https://www.wikidata.org/wiki/Q338","display_name":"Cosmology","level":2,"score":0.2535000145435333},{"id":"https://openalex.org/C72838231","wikidata":"https://www.wikidata.org/wiki/Q809676","display_name":"Baryon acoustic oscillations","level":4,"score":0.25130000710487366}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1088/1475-7516/2018/10/028","doi":"https://doi.org/10.1088/1475-7516/2018/10/028","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1475-7516/2018/10/028","pdf_url":"https://iopscience.iop.org/article/10.1088/1475-7516/2018/10/028/pdf","source":{"id":"https://openalex.org/S120662888","display_name":"Journal of Cosmology and Astroparticle Physics","issn_l":"1475-7508","issn":["1475-7508","1475-7516"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311669","host_organization_name":"Institute of Physics","host_organization_lineage":["https://openalex.org/P4310311669"],"host_organization_lineage_names":["Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cosmology and Astroparticle Physics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1805.02247","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.02247","pdf_url":"https://arxiv.org/pdf/1805.02247","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,"listed_in":[],"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.1805.02247","doi":"https://doi.org/10.48550/arxiv.1805.02247","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1805.02247","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1088/1475-7516/2018/10/028","doi":"https://doi.org/10.1088/1475-7516/2018/10/028","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1475-7516/2018/10/028","pdf_url":"https://iopscience.iop.org/article/10.1088/1475-7516/2018/10/028/pdf","source":{"id":"https://openalex.org/S120662888","display_name":"Journal of Cosmology and Astroparticle Physics","issn_l":"1475-7508","issn":["1475-7508","1475-7516"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311669","host_organization_name":"Institute of Physics","host_organization_lineage":["https://openalex.org/P4310311669"],"host_organization_lineage_names":["Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cosmology and Astroparticle Physics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1286236842","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1558415889","display_name":"GALAXY REDSHIFT SURVEYS PRODUCE THREE-DIMENSIONAL MAPS OF THE GALAXY DISTRIBUTION. ON LARGE SCALES THESE MAPS TRACE THE UNDERLYING MATTER FLUCTUATION","funder_award_id":"NNX15AL17G","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G1632040200","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G3083819904","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G419881185","display_name":null,"funder_award_id":"DEAC02\u201305CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G42916606","display_name":null,"funder_award_id":"DE AC02 05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4501827968","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6652958823","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G969889393","display_name":null,"funder_award_id":"DE-AC02-","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2799807151.pdf","grobid_xml":"https://content.openalex.org/works/W2799807151.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1588250954","https://openalex.org/W1916183061","https://openalex.org/W1973368884","https://openalex.org/W1982533357","https://openalex.org/W1983157030","https://openalex.org/W2003182532","https://openalex.org/W2003661692","https://openalex.org/W2016732527","https://openalex.org/W2022574117","https://openalex.org/W2023068686","https://openalex.org/W2040218818","https://openalex.org/W2067661752","https://openalex.org/W2069557863","https://openalex.org/W2089311248","https://openalex.org/W2091181473","https://openalex.org/W2093989061","https://openalex.org/W2113391777","https://openalex.org/W2113409288","https://openalex.org/W2118978333","https://openalex.org/W2134712793","https://openalex.org/W2147981121","https://openalex.org/W2151103935","https://openalex.org/W2162290847","https://openalex.org/W2258945625","https://openalex.org/W2271840356","https://openalex.org/W2291841595","https://openalex.org/W2560178754","https://openalex.org/W2604506260","https://openalex.org/W2609038899","https://openalex.org/W2612406039","https://openalex.org/W2647377402","https://openalex.org/W2736631043","https://openalex.org/W2779187085","https://openalex.org/W2787443430","https://openalex.org/W2787878868","https://openalex.org/W2798871195","https://openalex.org/W2906265131","https://openalex.org/W2963146809","https://openalex.org/W2963374686","https://openalex.org/W2994615255","https://openalex.org/W3037108777","https://openalex.org/W3099985710","https://openalex.org/W3106072945"],"related_works":["https://openalex.org/W4413220698","https://openalex.org/W7154693732","https://openalex.org/W4321479451","https://openalex.org/W7135032732","https://openalex.org/W4381490616","https://openalex.org/W4367051005","https://openalex.org/W1790218583","https://openalex.org/W2972671918","https://openalex.org/W4382542267","https://openalex.org/W4389917112"],"abstract_inverted_index":{"We":[0,95,135,169,224,278,309,331],"present":[1],"a":[2,59,66,137,159,164,255],"method":[3,37,227,341],"to":[4,30,51,68,120,167,176,228,342],"reconstruct":[5,177],"the":[6,10,19,22,32,41,48,70,78,97,116,128,131,150,172,178,183,188,197,208,214,226,262,267,270,274,285,293,343],"initial":[7,179,257],"conditions":[8],"of":[9,43,62,99,182,232,247,273,318],"universe":[11],"using":[12,82],"observed":[13],"galaxy":[14],"positions":[15],"and":[16,46,56,73,105,125,146,156,195,220,249,253],"luminosities":[17,23],"under":[18],"assumption":[20],"that":[21,107,141,158,280],"can":[24,90],"be":[25,336],"calibrated":[26],"with":[27,102,115,217],"weak":[28],"lensing":[29],"give":[31],"mean":[33],"halo":[34,71,151,189,229],"mass.":[35],"Our":[36],"relies":[38],"on":[39,320,349],"following":[40],"gradients":[42],"forward":[44],"model":[45,69,101,109,140,162],"since":[47],"standard":[49,286,306],"way":[50],"identify":[52],"halos":[53],"is":[54,110,163,300],"non-differentiable":[55],"results":[57],"in":[58,149,207,266,316],"discrete":[60],"sample":[61],"objects,":[63],"we":[64,199],"propose":[65],"framework":[67],"position":[72],"mass":[74,190],"field":[75,81,181],"starting":[76,186,216],"from":[77,187],"non-linear":[79],"matter":[80,185],"Neural":[83],"Networks":[84],"(NN),":[85],"which":[86],"are":[87,295],"differentiable,":[88],"yet":[89],"produce":[91],"very":[92],"pointlike":[93],"maps.":[94],"evaluate":[96],"performance":[98],"our":[100,108,143,281],"multiple":[103],"metrics":[104],"find":[106],"more":[111],"than":[112],"95%":[113],"correlated":[114],"halo-mass":[117],"fields":[118],"up":[119,194],"k":[121],"\u223c":[122,314],"0.7":[123],"h/Mpc,":[124],"significantly":[126],"reduces":[127],"stochasticity":[129],"over":[130,171,284],"Poisson":[132],"shot":[133],"noise.":[134],"develop":[136,200],"data":[138,268],"likelihood":[139,215],"takes":[142],"modeling":[144],"error":[145,319],"intrinsic":[147],"scatter":[148],"mass-light":[152],"relation":[153],"into":[154,269],"account":[155],"show":[157,279],"displaced":[160],"log-normal":[161],"good":[165],"approximation":[166],"it.":[168,223],"optimize":[170],"corresponding":[173],"loss":[174,209],"function":[175],"density":[180,258],"dark":[184],"field.":[191,277],"To":[192],"speed":[193],"improve":[196,310],"convergence,":[198],"an":[201],"annealing":[202],"procedure":[203],"for":[204],"several":[205],"parameters":[206],"function,":[210],"such":[211],"as":[212,323],"smoothing":[213,219],"large":[218,303],"gradually":[221],"decreasing":[222],"apply":[225],"number":[230],"densities":[231],"=":[233],"2.5":[234],"\u00d7":[235],"10":[236,239],"\u22124":[237],"\u2212":[238],"\u22123":[240],"(h/":[241],"Mpc":[242],")":[243],"3":[244],",":[245],"typical":[246],"current":[248],"future":[250],"redshift":[251],"surveys,":[252],"recover":[254],"Gaussian":[256],"field,":[259],"mapping":[260],"all":[261],"higher":[263],"order":[264],"information":[265],"power":[271,346],"spectrum":[272,347],"linear":[275,345],"reconstructed":[276],"reconstruction":[282,307,348],"improves":[283],"reconstruction.":[287],"For":[288],"baryonic":[289],"acoustic":[290],"oscillations":[291],"(BAO)":[292],"gains":[294,334],"relatively":[296],"modest":[297],"because":[298],"BAO":[299,321],"dominated":[301],"by":[302,313,325],"scales":[304],"where":[305],"suffices.":[308],"upon":[311],"it":[312],"15\u201320%":[315],"terms":[317],"peak":[322],"estimated":[324],"Fisher":[326],"analysis":[327],"at":[328],"z":[329],"=0.":[330],"expect":[332],"larger":[333],"will":[335],"achieved":[337],"when":[338],"applying":[339],"this":[340],"broadband":[344],"smaller":[350],"scales.":[351]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-05-17T00:00:00"}
