{"id":"https://openalex.org/W4379746139","doi":"https://doi.org/10.1088/2632-2153/acdc84","title":"CYJAX: A package for Calabi-Yau metrics with JAX","display_name":"CYJAX: A package for Calabi-Yau metrics with JAX","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4379746139","doi":"https://doi.org/10.1088/2632-2153/acdc84"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/acdc84","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acdc84","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acdc84/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acdc84/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073164552","display_name":"Mathis Gerdes","orcid":"https://orcid.org/0000-0002-2369-1436"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Mathis Gerdes","raw_affiliation_strings":["Institute of Physics, University of Amsterdam, Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2369-1436","affiliations":[{"raw_affiliation_string":"Institute of Physics, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049470751","display_name":"Sven Krippendorf","orcid":"https://orcid.org/0000-0001-6374-6828"},"institutions":[{"id":"https://openalex.org/I4210097213","display_name":"Stuttgart Observatory","ror":"https://ror.org/00vxe3x87","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210097213"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sven Krippendorf","raw_affiliation_strings":["Arnold Sommerfeld Center for Theoretical Physics, LMU Munich, Munich, Germany","Universit\u00e4ts-Sternwarte, LMU Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6374-6828","affiliations":[{"raw_affiliation_string":"Arnold Sommerfeld Center for Theoretical Physics, LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Universit\u00e4ts-Sternwarte, LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097","https://openalex.org/I4210097213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049470751","https://openalex.org/A5073164552"],"corresponding_institution_ids":["https://openalex.org/I4210097213","https://openalex.org/I8204097","https://openalex.org/I887064364"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":2683,"currency":"EUR","value_usd":2893},"fwci":11.3002,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.99200233,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"4","issue":"2","first_page":"025031","last_page":"025031"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12351","display_name":"Geometry and complex manifolds","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12351","display_name":"Geometry and complex manifolds","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10025","display_name":"Black Holes and Theoretical Physics","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T11680","display_name":"Advanced Algebra and Geometry","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/calabi\u2013yau-manifold","display_name":"Calabi\u2013Yau manifold","score":0.6783708333969116},{"id":"https://openalex.org/keywords/ansatz","display_name":"Ansatz","score":0.6591904759407043},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5911224484443665},{"id":"https://openalex.org/keywords/compatibility","display_name":"Compatibility (geochemistry)","score":0.5754684805870056},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.5693492889404297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5248163938522339},{"id":"https://openalex.org/keywords/algebraic-number","display_name":"Algebraic number","score":0.46245265007019043},{"id":"https://openalex.org/keywords/algebra-over-a-field","display_name":"Algebra over a field","score":0.4476182758808136},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4371907711029053},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4305029511451721},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.39676186442375183},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30531108379364014},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12197437882423401},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1175321638584137},{"id":"https://openalex.org/keywords/mathematical-physics","display_name":"Mathematical physics","score":0.06906506419181824}],"concepts":[{"id":"https://openalex.org/C158260368","wikidata":"https://www.wikidata.org/wiki/Q549959","display_name":"Calabi\u2013Yau manifold","level":2,"score":0.6783708333969116},{"id":"https://openalex.org/C130979935","wikidata":"https://www.wikidata.org/wiki/Q568954","display_name":"Ansatz","level":2,"score":0.6591904759407043},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5911224484443665},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.5754684805870056},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5693492889404297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5248163938522339},{"id":"https://openalex.org/C9376300","wikidata":"https://www.wikidata.org/wiki/Q168817","display_name":"Algebraic number","level":2,"score":0.46245265007019043},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.4476182758808136},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4371907711029053},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4305029511451721},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.39676186442375183},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30531108379364014},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12197437882423401},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1175321638584137},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.06906506419181824},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2632-2153/acdc84","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acdc84","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acdc84/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ce67d8a3e0674a86822ec4b087140d2c","is_oa":true,"landing_page_url":"https://doaj.org/article/ce67d8a3e0674a86822ec4b087140d2c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning: Science and Technology, Vol 4, Iss 2, p 025031 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/acdc84","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acdc84","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acdc84/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4379746139.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1498866755","https://openalex.org/W1996475841","https://openalex.org/W1997361060","https://openalex.org/W2033495266","https://openalex.org/W2035026703","https://openalex.org/W2056289563","https://openalex.org/W2102791955","https://openalex.org/W2115171731","https://openalex.org/W2159898363","https://openalex.org/W2798372573","https://openalex.org/W2963800692","https://openalex.org/W3048796016","https://openalex.org/W3099307255","https://openalex.org/W3111163060","https://openalex.org/W3113226667","https://openalex.org/W4296777796","https://openalex.org/W4298184464","https://openalex.org/W4300492740","https://openalex.org/W4308668666","https://openalex.org/W4399418127","https://openalex.org/W6629899623","https://openalex.org/W6649805699","https://openalex.org/W6654874676","https://openalex.org/W6658714200","https://openalex.org/W6683599927","https://openalex.org/W6781562027","https://openalex.org/W6785220878","https://openalex.org/W6786806963","https://openalex.org/W6787552866","https://openalex.org/W6787867492","https://openalex.org/W6846313517","https://openalex.org/W6846467434"],"related_works":["https://openalex.org/W2068670608","https://openalex.org/W3102269204","https://openalex.org/W2089909466","https://openalex.org/W2951127977","https://openalex.org/W985495078","https://openalex.org/W3208000705","https://openalex.org/W1641663241","https://openalex.org/W4297581538","https://openalex.org/W2952961471","https://openalex.org/W3106146639"],"abstract_inverted_index":{"Abstract":[0],"We":[1,76],"present":[2],"the":[3,40,44],"first":[4],"version":[5],"of":[6,32,57],"CYJAX,":[7],"a":[8,25,30,67],"package":[9],"for":[10,43],"machine":[11],"learning":[12],"Calabi\u2013Yau":[13],"metrics":[14],"using":[15],"JAX.":[16],"It":[17],"is":[18,36,61,92],"meant":[19],"to":[20,63],"be":[21,85],"accessible":[22],"both":[23],"as":[24,29],"top-level":[26],"tool":[27],"and":[28,51],"library":[31],"modular":[33],"functions.":[34],"CYJAX":[35],"currently":[37],"centered":[38],"around":[39],"algebraic":[41],"ansatz":[42],"K\u00e4hler":[45],"potential":[46],"which":[47],"automatically":[48],"satisfies":[49],"K\u00e4hlerity":[50],"compatibility":[52],"on":[53,71,78],"patch":[54],"overlaps.":[55],"As":[56],"now,":[58],"this":[59],"implementation":[60],"limited":[62],"varieties":[64],"defined":[65],"by":[66],"single":[68],"defining":[69],"equation":[70],"one":[72],"complex":[73],"projective":[74],"space.":[75],"comment":[77],"some":[79],"planned":[80],"generalizations.":[81],"More":[82],"documentation":[83],"can":[84],"found":[86],"at:":[87,94],"https://cyjax.readthedocs.io":[88],".":[89,96],"The":[90],"code":[91],"available":[93],"https://github.com/ml4physics/cyjax":[95]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}