{"id":"https://openalex.org/W4416874497","doi":"https://doi.org/10.1109/qce65121.2025.10470","title":"Syndrilla: Simulating Decoders for Quantum Error Correction Using PyTorch","display_name":"Syndrilla: Simulating Decoders for Quantum Error Correction Using PyTorch","publication_year":2025,"publication_date":"2025-08-30","ids":{"openalex":"https://openalex.org/W4416874497","doi":"https://doi.org/10.1109/qce65121.2025.10470"},"language":null,"primary_location":{"id":"doi:10.1109/qce65121.2025.10470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qce65121.2025.10470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Quantum Computing and Engineering (QCE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5113365709","display_name":"Yanzhang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanzhang Zhu","raw_affiliation_strings":["University of Central,ECE Department,Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central,ECE Department,Florida","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103737702","display_name":"C. Z. Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen-Yu Peng","raw_affiliation_strings":["National Tsing Hua University,EE Department"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,EE Department","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yun Hao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yun Hao Chen","raw_affiliation_strings":["National Tsing Hua University,EE Department"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,EE Department","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005156188","display_name":"Siyuan Niu","orcid":"https://orcid.org/0000-0003-4683-381X"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siyuan Niu","raw_affiliation_strings":["University of Central,ECE Department,Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central,ECE Department,Florida","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048130890","display_name":"Yeong-Luh Ueng","orcid":"https://orcid.org/0000-0002-3438-0385"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yeong-Luh Ueng","raw_affiliation_strings":["National Tsing Hua University,EE Department"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,EE Department","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100599890","display_name":"Di Wu","orcid":"https://orcid.org/0000-0002-4753-8161"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Di Wu","raw_affiliation_strings":["University of Central,ECE Department,Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central,ECE Department,Florida","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35019508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"610","last_page":"611"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.910099983215332,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.910099983215332,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.037300001829862595,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.009800000116229057,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/error-detection-and-correction","display_name":"Error detection and correction","score":0.7505999803543091},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7462999820709229},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5745999813079834},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5076000094413757},{"id":"https://openalex.org/keywords/quantum-error-correction","display_name":"Quantum error correction","score":0.4408999979496002},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.4214000105857849}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939000129699707},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.7505999803543091},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7462999820709229},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5745999813079834},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.515999972820282},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5076000094413757},{"id":"https://openalex.org/C51003876","wikidata":"https://www.wikidata.org/wiki/Q1536431","display_name":"Quantum error correction","level":4,"score":0.4408999979496002},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.4214000105857849},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4083000123500824},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.38179999589920044},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3790999948978424},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.3698999881744385},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.36719998717308044},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.27140000462532043},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.25999999046325684}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/qce65121.2025.10470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qce65121.2025.10470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Quantum Computing and Engineering (QCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W3135510046","https://openalex.org/W4389163063"],"related_works":[],"abstract_inverted_index":{"Quantum":[0],"error":[1,5,43,69],"correction":[2],"(QEC)":[3],"via":[4],"decoding":[6,73,104],"is":[7,59],"essential":[8],"towards":[9],"fault-tolerant":[10],"quantum":[11],"computing,":[12],"but":[13],"extremely":[14],"costly":[15],"to":[16,33,118],"simulate.":[17],"However,":[18],"existing":[19],"simulators":[20],"are":[21],"often":[22],"CPU-based":[23],"and":[24,65,76,79,100,103,114],"suffer":[25],"from":[26],"severe":[27],"performance":[28],"bottlenecks,":[29],"especially":[30],"when":[31,95],"scaling":[32],"extensive":[34],"simulations":[35],"with":[36],"large":[37],"code":[38],"distances":[39],"or":[40],"low":[41],"physical":[42],"rate.":[44],"In":[45],"this":[46],"work,":[47],"we":[48],"introduce":[49],"Syndrilla,":[50],"a":[51],"PyTorch-based":[52],"across-platform":[53],"QEC":[54,121],"simulation":[55],"framework.":[56],"The":[57],"framework":[58],"highly":[60],"modular,":[61],"allowing":[62],"flexible":[63],"integration":[64],"customization":[66],"of":[67,116],"the":[68,112],"model,":[70,72],"syndrome":[71],"configuration":[74],"(algorithm":[75],"data":[77,105],"format),":[78],"logical":[80],"check":[81],"type.":[82],"Experimental":[83],"results":[84],"show":[85],"that":[86],"Syndrilla":[87,117],"achieves$10":[88],"\\times":[89],"\\sim":[90],"20":[91],"\\times$speedup":[92],"over":[93],"CPU,":[94],"running":[96],"on":[97],"both":[98],"AMD":[99],"NVIDIA":[101],"GPUs,":[102],"format":[106],"does":[107],"not":[108],"degrade":[109],"accuracy,":[110],"demonstrating":[111],"practicality":[113],"efficiency":[115],"instigate":[119],"future":[120],"research.":[122]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-12-01T00:00:00"}