{"id":"https://openalex.org/W4224247905","doi":"https://doi.org/10.48550/arxiv.2204.08073","title":"Intelligent Explorations of the String Theory Landscape","display_name":"Intelligent Explorations of the String Theory Landscape","publication_year":2022,"publication_date":"2022-04-17","ids":{"openalex":"https://openalex.org/W4224247905","doi":"https://doi.org/10.48550/arxiv.2204.08073"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2204.08073","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.08073","pdf_url":"https://arxiv.org/pdf/2204.08073","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2204.08073","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029287973","display_name":"Andrei Constantin","orcid":"https://orcid.org/0000-0002-0861-5363"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Constantin, Andrei","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029287973"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9793000221252441,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heterotic-string-theory","display_name":"Heterotic string theory","score":0.7671041488647461},{"id":"https://openalex.org/keywords/string-phenomenology","display_name":"String phenomenology","score":0.665539026260376},{"id":"https://openalex.org/keywords/string-theory","display_name":"String theory","score":0.6524062156677246},{"id":"https://openalex.org/keywords/string","display_name":"String (physics)","score":0.6194119453430176},{"id":"https://openalex.org/keywords/theoretical-physics","display_name":"Theoretical physics","score":0.6176732182502747},{"id":"https://openalex.org/keywords/relationship-between-string-theory-and-quantum-field-theory","display_name":"Relationship between string theory and quantum field theory","score":0.5090653300285339},{"id":"https://openalex.org/keywords/phenomenology","display_name":"Phenomenology (philosophy)","score":0.49912238121032715},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.48018208146095276},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47121137380599976},{"id":"https://openalex.org/keywords/non-critical-string-theory","display_name":"Non-critical string theory","score":0.42017388343811035},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.41869622468948364},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3897506594657898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38549506664276123},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.23193484544754028},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.10519886016845703},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.08321648836135864},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07179179787635803},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.05744647979736328}],"concepts":[{"id":"https://openalex.org/C96732373","wikidata":"https://www.wikidata.org/wiki/Q1140761","display_name":"Heterotic string theory","level":2,"score":0.7671041488647461},{"id":"https://openalex.org/C42845850","wikidata":"https://www.wikidata.org/wiki/Q15427360","display_name":"String phenomenology","level":5,"score":0.665539026260376},{"id":"https://openalex.org/C49987212","wikidata":"https://www.wikidata.org/wiki/Q33198","display_name":"String theory","level":2,"score":0.6524062156677246},{"id":"https://openalex.org/C157486923","wikidata":"https://www.wikidata.org/wiki/Q1376436","display_name":"String (physics)","level":2,"score":0.6194119453430176},{"id":"https://openalex.org/C33332235","wikidata":"https://www.wikidata.org/wiki/Q18362","display_name":"Theoretical physics","level":1,"score":0.6176732182502747},{"id":"https://openalex.org/C23409769","wikidata":"https://www.wikidata.org/wiki/Q7310750","display_name":"Relationship between string theory and quantum field theory","level":4,"score":0.5090653300285339},{"id":"https://openalex.org/C84269361","wikidata":"https://www.wikidata.org/wiki/Q179235","display_name":"Phenomenology (philosophy)","level":2,"score":0.49912238121032715},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.48018208146095276},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47121137380599976},{"id":"https://openalex.org/C156341967","wikidata":"https://www.wikidata.org/wiki/Q7048887","display_name":"Non-critical string theory","level":3,"score":0.42017388343811035},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.41869622468948364},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3897506594657898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38549506664276123},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.23193484544754028},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.10519886016845703},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.08321648836135864},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07179179787635803},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.05744647979736328},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"id":"https://openalex.org/C108568745","wikidata":"https://www.wikidata.org/wiki/Q234181","display_name":"Quantum gravity","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2204.08073","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.08073","pdf_url":"https://arxiv.org/pdf/2204.08073","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2204.08073","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2204.08073","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2204.08073","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.08073","pdf_url":"https://arxiv.org/pdf/2204.08073","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G4990700415","display_name":null,"funder_award_id":"EP/T016280/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224247905.pdf","grobid_xml":"https://content.openalex.org/works/W4224247905.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2113832042","https://openalex.org/W2493875761","https://openalex.org/W2771961363","https://openalex.org/W1602808869","https://openalex.org/W1659720263","https://openalex.org/W3001452250","https://openalex.org/W4230141432","https://openalex.org/W3006848770","https://openalex.org/W1962936557","https://openalex.org/W1586798767"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2,7,19,30,70],"identifying":[3],"the":[4,20,28,68,71],"Standard":[5],"Model":[6],"particle":[8],"physics":[9],"and":[10,36,81],"its":[11],"extensions":[12],"within":[13],"string":[14,25,34,75],"theory":[15,35],"has":[16],"been":[17],"one":[18],"principal":[21],"driving":[22],"forces":[23],"in":[24,33,55,67,85],"phenomenology.":[26],"Recently,":[27],"incorporation":[29],"artificial":[31],"intelligence":[32],"certain":[37],"theoretical":[38],"advancements":[39],"have":[40,50],"brought":[41],"to":[42,46,91],"light":[43],"unexpected":[44],"solutions":[45],"mathematical":[47],"hurdles":[48],"that":[49],"so":[51],"far":[52],"hindered":[53],"progress":[54],"this":[56,59],"direction.":[57],"In":[58],"review":[60],"we":[61],"focus":[62],"on":[63,77],"model":[64],"building":[65],"efforts":[66],"context":[69],"$E_8\\times":[72],"E_8$":[73],"heterotic":[74],"compactified":[76],"smooth":[78],"Calabi-Yau":[79],"threefolds":[80],"discuss":[82],"several":[83],"areas":[84],"which":[86],"machine":[87],"learning":[88],"is":[89],"expected":[90],"make":[92],"a":[93],"difference.":[94]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}