{"id":"https://openalex.org/W4387030182","doi":"https://doi.org/10.1109/e-science58273.2023.10254879","title":"Normality of I-V Measurements Using ML","display_name":"Normality of I-V Measurements Using ML","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4387030182","doi":"https://doi.org/10.1109/e-science58273.2023.10254879"},"language":"en","primary_location":{"id":"doi:10.1109/e-science58273.2023.10254879","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/e-science58273.2023.10254879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/2229225","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008655289","display_name":"Anees Al\u2010Najjar","orcid":"https://orcid.org/0000-0002-3710-1601"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anees Al-Najjar","raw_affiliation_strings":["Oak Ridge National Laboratory,Oak Ridge,TN,USA","Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,Oak Ridge,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027293473","display_name":"Nageswara S. V. Rao","orcid":"https://orcid.org/0000-0002-3408-5941"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nageswara S. V. Rao","raw_affiliation_strings":["Oak Ridge National Laboratory,Oak Ridge,TN,USA","Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,Oak Ridge,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064524252","display_name":"Craig A. Bridges","orcid":"https://orcid.org/0000-0002-3543-463X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Craig A. Bridges","raw_affiliation_strings":["Oak Ridge National Laboratory,Oak Ridge,TN,USA","Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,Oak Ridge,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018814519","display_name":"Sheng Dai","orcid":"https://orcid.org/0000-0002-8046-3931"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheng Dai","raw_affiliation_strings":["Oak Ridge National Laboratory,Oak Ridge,TN,USA","Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,Oak Ridge,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008655289"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":0.5581,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82104391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9751999974250793,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9751999974250793,"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"}},{"id":"https://openalex.org/T12452","display_name":"Electrowetting and Microfluidic Technologies","score":0.9621999859809875,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7840243577957153},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7400479316711426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7036731243133545},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6629445552825928},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5462656617164612},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4013300836086273},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3695494532585144},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35288554430007935},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3230332136154175},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2646734118461609},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16236498951911926}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7840243577957153},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7400479316711426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7036731243133545},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6629445552825928},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5462656617164612},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4013300836086273},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3695494532585144},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35288554430007935},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3230332136154175},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2646734118461609},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16236498951911926}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/e-science58273.2023.10254879","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/e-science58273.2023.10254879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:2229225","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2229225","pdf_url":"https://www.osti.gov/servlets/purl/2229225","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:2229225","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2229225","pdf_url":"https://www.osti.gov/servlets/purl/2229225","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"},{"id":"https://openalex.org/F4320338483","display_name":"Division of Materials Sciences and Engineering","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387030182.pdf","grobid_xml":"https://content.openalex.org/works/W4387030182.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W4230313956","https://openalex.org/W4313015874"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W4287027380","https://openalex.org/W3193760048","https://openalex.org/W4285822516","https://openalex.org/W2505261959"],"abstract_inverted_index":{"There":[0],"is":[1,89,148],"an":[2,73],"increased":[3],"interest":[4],"in":[5,19,78,111],"instrument-computing":[6],"ecosystems":[7],"(ICEs)":[8],"that":[9,48,88,105,136],"support":[10],"science":[11],"workflows":[12,47,104],"empowered":[13],"by":[14,42,150],"AI-automated":[15],"experiments":[16,53],"and":[17,32,40,51,68,99,108,132],"computations":[18],"diverse":[20],"areas.":[21],"In":[22,118],"particular,":[23,119],"electrochemistry":[24],"ICEs":[25],"are":[26,82],"promising":[27],"for":[28,37,93,102,113,124],"accelerating":[29],"the":[30,58],"design":[31],"discovery":[33],"of":[34,46,60,116,129],"electrochemical":[35,74,103],"systems":[36],"energy":[38],"storage":[39],"conversion,":[41],"automating":[43],"significant":[44],"parts":[45],"combine":[49],"synthesis":[50],"characterization":[52],"with":[54,85],"computations.":[55],"They":[56],"require":[57],"integration":[59],"flow":[61],"controllers,":[62],"solvent":[63],"containers,":[64],"pumps,":[65],"fraction":[66],"collectors,":[67],"potentiostats,":[69],"all":[70],"connected":[71],"to":[72,139],"cell,":[75],"as":[76],"illustrated":[77],"Fig.":[79],"1.":[80],"These":[81],"specialized":[83],"instruments":[84],"custom":[86],"software":[87,100],"not":[90],"originally":[91],"designed":[92],"network":[94,98],"integration.":[95],"We":[96],"developed":[97,121],"solutions":[101],"adapt":[106],"system":[107],"instrument":[109,130],"settings":[110],"real-time":[112],"multiple":[114],"rounds":[115],"experiments.":[117],"we":[120],"Python":[122],"wrappers":[123],"Application":[125],"Programming":[126],"Interfaces":[127],"(APIs)":[128],"commands":[131],"Pyro":[133],"client-server":[134],"modules":[135],"enable":[137],"them":[138],"be":[140],"executed":[141],"from":[142],"remote":[143,157],"computers.":[144],"The":[145],"entire":[146],"workflow":[147],"orchestrated":[149],"a":[151,156],"Jupyter":[152],"notebook":[153],"running":[154],"on":[155],"computer.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
