{"id":"https://openalex.org/W7224464376","doi":"https://doi.org/10.5281/zenodo.23750081","title":"Modeling Quantum Wavefunction Collapse via the AMDCF Memory-Driven Framework","display_name":"Modeling Quantum Wavefunction Collapse via the AMDCF Memory-Driven Framework","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224464376","doi":"https://doi.org/10.5281/zenodo.23750081"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23750081","doi":"https://doi.org/10.5281/zenodo.23750081","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23750081","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23750081","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5152735993","display_name":"MOHAMMED TAHAR SAIM","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"SAIM, MOHAMMED TAHAR","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5152735993"],"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/T10622","display_name":"Quantum Mechanics and Applications","score":0.5127000212669373,"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"}},"topics":[{"id":"https://openalex.org/T10622","display_name":"Quantum Mechanics and Applications","score":0.5127000212669373,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.3578999936580658,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.1088000014424324,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wave-function-collapse","display_name":"wave function collapse","score":0.9449999928474426},{"id":"https://openalex.org/keywords/qubit-control","display_name":"qubit control","score":0.7760000228881836},{"id":"https://openalex.org/keywords/quantum-measurement-problem","display_name":"measurement problem","score":0.4970000088214874},{"id":"https://openalex.org/keywords/numerical-stability","display_name":"numerical stability","score":0.6320000290870667},{"id":"https://openalex.org/keywords/rate-limiter","display_name":"rate limiter","score":0.8569999933242798}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.600600004196167},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5516999959945679},{"id":"https://openalex.org/C55615164","wikidata":"https://www.wikidata.org/wiki/Q830791","display_name":"Quantum superposition","level":3,"score":0.5313000082969666},{"id":"https://openalex.org/C27753989","wikidata":"https://www.wikidata.org/wiki/Q284885","display_name":"Superposition principle","level":2,"score":0.519599974155426},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.43720000982284546},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.428600013256073},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.42100000381469727},{"id":"https://openalex.org/C113603373","wikidata":"https://www.wikidata.org/wiki/Q2362761","display_name":"Wave function","level":2,"score":0.4083000123500824},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C190047474","wikidata":"https://www.wikidata.org/wiki/Q842189","display_name":"Wave function collapse","level":5,"score":0.3986999988555908},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.39010000228881836},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.3668999969959259},{"id":"https://openalex.org/C2778926657","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum system","level":3,"score":0.3553999960422516},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.3499000072479248},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.3495999872684479},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.34139999747276306},{"id":"https://openalex.org/C2984281365","wikidata":"https://www.wikidata.org/wiki/Q906781","display_name":"Quantum control","level":3,"score":0.33970001339912415},{"id":"https://openalex.org/C500300565","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Computer simulation","level":2,"score":0.33709999918937683},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C194975256","wikidata":"https://www.wikidata.org/wiki/Q7269039","display_name":"Quantum dissipation","level":3,"score":0.3125999867916107},{"id":"https://openalex.org/C11255438","wikidata":"https://www.wikidata.org/wiki/Q7269085","display_name":"Quantum process","level":4,"score":0.31220000982284546},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3107999861240387},{"id":"https://openalex.org/C190474826","wikidata":"https://www.wikidata.org/wiki/Q2495111","display_name":"Open quantum system","level":3,"score":0.31040000915527344},{"id":"https://openalex.org/C15184713","wikidata":"https://www.wikidata.org/wiki/Q7269042","display_name":"Quantum dynamics","level":3,"score":0.2896000146865845},{"id":"https://openalex.org/C51003876","wikidata":"https://www.wikidata.org/wiki/Q1536431","display_name":"Quantum error correction","level":4,"score":0.28299999237060547},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.27709999680519104},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.2766999900341034},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C48753275","wikidata":"https://www.wikidata.org/wiki/Q11216","display_name":"Numerical analysis","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C43682372","wikidata":"https://www.wikidata.org/wiki/Q7269080","display_name":"Quantum operation","level":4,"score":0.258899986743927}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5281/zenodo.23750081","doi":"https://doi.org/10.5281/zenodo.23750081","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23750081","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.23750082","doi":"https://doi.org/10.5281/zenodo.23750082","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23750082","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.23772984","doi":"https://doi.org/10.5281/zenodo.23772984","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23772984","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23750081","doi":"https://doi.org/10.5281/zenodo.23750081","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23750081","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"},"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/W7224094843","https://openalex.org/W2106240338","https://openalex.org/W3204705529","https://openalex.org/W7208757767","https://openalex.org/W7204652062","https://openalex.org/W4389489237","https://openalex.org/W7207708591","https://openalex.org/W7204630561","https://openalex.org/W1988632447","https://openalex.org/W7140231696"],"abstract_inverted_index":{"The":[0,93],"transition":[1,99],"of":[2,104],"a":[3,7,49,65,68,73,80,96,101,125],"quantum":[4,27,130,138],"system":[5],"from":[6,100],"superposition":[8],"state":[9,24,113],"to":[10,32,37,62,84,106,135],"an":[11],"eigenstate":[12],"(measurement)":[13],"is":[14],"traditionally":[15],"described":[16],"by":[17],"instantaneous,":[18],"non-unitary":[19],"projection.":[20],"However,":[21],"simulating":[22],"rapid":[23],"transitions":[25],"in":[26,41,129],"control":[28,42,51,91,131],"hardware":[29],"often":[30],"leads":[31],"numerical":[33,87,127],"instabilities":[34],"(overshoots)":[35],"due":[36],"the":[38,55,90,111,120],"abrupt":[39],"changes":[40],"fields.":[43],"In":[44],"this":[45],"paper,":[46],"we":[47],"propose":[48],"phenomenological":[50],"algorithm":[52],"based":[53],"on":[54],"unified":[56],"AMDCF":[57,121],"(Adaptive":[58],"Memory-Driven":[59],"Coupling":[60],"Framework)":[61],"smoothly":[63],"drive":[64],"qubit":[66],"towards":[67,115],"target":[69,112],"state.":[70],"We":[71],"utilize":[72],"derivative-based":[74],"dynamic":[75],"safety":[76],"valve":[77],"acting":[78],"as":[79,124],"mathematical":[81],"\"rate":[82],"limiter\"":[83],"prevent":[85],"unphysical":[86],"divergences":[88],"during":[89],"pulse.":[92],"simulation":[94],"demonstrates":[95],"bounded,":[97],"smooth":[98],"coherence":[102],"index":[103],"C=1.0":[105],"C=0.0,":[107],"while":[108],"successfully":[109],"steering":[110],"population":[114],"|0\u27e9.":[116],"This":[117],"study":[118],"highlights":[119],"kernel's":[122],"potential":[123],"robust":[126],"stabilizer":[128],"engineering,":[132],"without":[133],"attempting":[134],"replace":[136],"standard":[137],"measurement":[139],"theory.":[140]},"counts_by_year":[],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2026-10-30T00:00:00"}