{"id":"https://openalex.org/W7206602156","doi":null,"title":"Xarxes neuronals informades per la f\u00edsica qu\u00e0ntica per a modelar processos qu\u00e0ntics","display_name":"Xarxes neuronals informades per la f\u00edsica qu\u00e0ntica per a modelar processos qu\u00e0ntics","publication_year":2025,"publication_date":"2025-07-10","ids":{"openalex":"https://openalex.org/W7206602156"},"language":"es","primary_location":{"id":"pmh:oai:hispana.mcu.es:62352618","doi":null,"is_oa":false,"landing_page_url":"https://riunet.upv.es/handle/10251/223217","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/bachelorThesis"},"volume":null,"type":"dissertation","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5149390405","display_name":"Trist\u00e1n Monta\u00f1ana Garc\u00eda","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Monta\u00f1ana Garc\u00eda, Trist\u00e1n","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5149390405"],"corresponding_institution_ids":[],"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear 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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.053300000727176666,"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/T10320","display_name":"Neural Networks and Applications","score":0.006300000008195639,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/physics-informed-neural-networks","display_name":"physics-informed neural networks","score":0.9789999723434448},{"id":"https://openalex.org/keywords/quantum-neural-networks","display_name":"quantum neural networks","score":0.8379999995231628},{"id":"https://openalex.org/keywords/quantum-processes","display_name":"quantum processes","score":0.6759999990463257},{"id":"https://openalex.org/keywords/schrodinger-equation","display_name":"Schr\u00f6dinger equation","score":0.9589999914169312},{"id":"https://openalex.org/keywords/lindblad-master-equation","display_name":"Lindblad master equation","score":0.972000002861023},{"id":"https://openalex.org/keywords/quantum-processors","display_name":"quantum processors","score":0.5350000262260437},{"id":"https://openalex.org/keywords/quantum-superposition","display_name":"quantum superposition","score":0.800000011920929},{"id":"https://openalex.org/keywords/physical-interpretability","display_name":"physical interpretability","score":0.39500001072883606}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.7457000017166138},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.5498999953269958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2987000048160553},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.24120000004768372},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2240000069141388},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.17990000545978546},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16329999268054962},{"id":"https://openalex.org/C185690422","wikidata":"https://www.wikidata.org/wiki/Q6865438","display_name":"Minimum cut","level":2,"score":0.1436000019311905},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13580000400543213},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.13330000638961792}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:hispana.mcu.es:62352618","doi":null,"is_oa":false,"landing_page_url":"https://riunet.upv.es/handle/10251/223217","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/bachelorThesis"},{"id":"pmh:oai:hispana.mcu.es:63023449","doi":null,"is_oa":false,"landing_page_url":"https://hispana.mcu.es/es/registros/registro.do?tipoRegistro=MTD&idBib=63023449","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/bachelorThesis"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4401108082","https://openalex.org/W4324316181","https://openalex.org/W4307872100","https://openalex.org/W4402728264","https://openalex.org/W6961372846","https://openalex.org/W7213675675","https://openalex.org/W4410762914","https://openalex.org/W7125674717","https://openalex.org/W4416223676","https://openalex.org/W4417248840"],"abstract_inverted_index":{"[ES]":[0],"Las":[1,104],"redes":[2,10,105],"neurales":[3,11],"informadas":[4,108],"por":[5,17,96,109,113],"la":[6,38,45,64,71,97,110,121,132,141],"f\u00edsica":[7,39,66,111],"(PINN)":[8],"son":[9],"que":[12,33,159],"incorporan":[13],"leyes":[14],"f\u00edsicas":[15],"descritas":[16],"ecuaciones":[18],"diferenciales":[19],"en":[20,118,161],"sus":[21],"funciones":[22],"de":[23,29,42,47,49,60,67,70,77,91,99,102,125,134,140,152,166],"p\u00e9rdida":[24],"para":[25,51,80,155],"guiar":[26],"el":[27,75,89,149,162],"proceso":[28,59,163],"aprendizaje":[30,50,61],"hacia":[31],"soluciones":[32],"sean":[34],"m\u00e1s":[35],"acordes":[36],"con":[37,63,129,177],"subyaciente,":[40],"reduciendo":[41],"esta":[43],"forma":[44],"cantidad":[46],"par\u00e1metros":[48,126],"converger":[52],"a":[53,120,127,131],"una":[54],"soluci\u00f3n.":[55],"Dicha":[56],"aceleraci\u00f3n":[57],"del":[58,123,164],"junto":[62],"interpretabilidad":[65],"los":[68,135,174],"pesos":[69],"red":[72],"neuronal":[73],"motiva":[74],"uso":[76,150],"las":[78,153,178],"PINN":[79,179],"abordar":[81],"problemas":[82],"f\u00edsicos":[83,158],"altamente":[84],"no":[85],"lineales,":[86],"como":[87,138],"es":[88],"caso":[90],"ciertos":[92],"procesos":[93],"cu\u00e1nticos":[94,168],"caracterizados":[95],"ecuaci\u00f3n":[98],"Schr\u00f6dinger":[100],"o":[101],"Linblad.":[103],"neuronales":[106],"cu\u00e1nticas":[107],"(QPINN)":[112],"otro":[114],"lado,":[115],"muestran":[116],"potencial":[117],"cuanto":[119],"escalabilidad":[122],"n\u00famero":[124],"optimizar":[128],"respecto":[130],"dimensionalidad":[133],"datos":[136],"requeridos,":[137],"fruto":[139],"superposici\u00f3n":[142],"cu\u00e1ntica.":[143],"En":[144],"este":[145],"TFG,":[146],"se":[147,172],"explorar\u00e1":[148],"espec\u00edfico":[151],"QPINN":[154],"modelar":[156],"fen\u00f3menos":[157],"surgen":[160],"transporte":[165],"estados":[167],"entre":[169],"procesadores,":[170],"y":[171],"evaluar\u00e1n":[173],"resultados":[175],"compar\u00e1ndolos":[176],"cl\u00e1sicas.":[180]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2026-09-03T00:00:00"}