{"id":"https://openalex.org/W4387846300","doi":"https://doi.org/10.1145/3583780.3614748","title":"MOSS: AI Platform for Discovery of Corrosion-Resistant Materials","display_name":"MOSS: AI Platform for Discovery of Corrosion-Resistant Materials","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387846300","doi":"https://doi.org/10.1145/3583780.3614748"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3614748","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3614748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","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/A5085246386","display_name":"Biao Yin","orcid":"https://orcid.org/0009-0005-9219-0538"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Biao Yin","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA, USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023536770","display_name":"Nicholas Josselyn","orcid":"https://orcid.org/0009-0006-7890-1804"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Josselyn","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA, USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048506332","display_name":"Ziming Zhang","orcid":"https://orcid.org/0000-0002-0921-8298"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziming Zhang","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA, USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008269094","display_name":"Elke A. Rundensteiner","orcid":"https://orcid.org/0000-0001-5375-9254"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elke A. Rundensteiner","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA, USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048474774","display_name":"Thomas Considine","orcid":"https://orcid.org/0000-0001-8839-7425"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas A. Considine","raw_affiliation_strings":["DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048750948","display_name":"John Kelley","orcid":"https://orcid.org/0009-0007-6391-364X"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John V. Kelley","raw_affiliation_strings":["DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011253456","display_name":"B.C. Rinderspacher","orcid":"https://orcid.org/0000-0003-1333-1653"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Berend C. Rinderspacher","raw_affiliation_strings":["DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073926028","display_name":"Robert E. Jensen","orcid":"https://orcid.org/0000-0003-3824-4767"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert E. Jensen","raw_affiliation_strings":["DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017745094","display_name":"James F. Snyder","orcid":"https://orcid.org/0000-0002-4853-7179"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James F. Snyder","raw_affiliation_strings":["DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5085246386"],"corresponding_institution_ids":["https://openalex.org/I107077323"],"apc_list":null,"apc_paid":null,"fwci":0.3013,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55527413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5128","last_page":"5132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10310","display_name":"Corrosion Behavior and Inhibition","score":0.9930999875068665,"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/corrosion","display_name":"Corrosion","score":0.691115140914917},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6207026243209839},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5073296427726746},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3712416887283325},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3510587811470032},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3333292007446289},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.29721352458000183},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.1703069508075714}],"concepts":[{"id":"https://openalex.org/C20625102","wikidata":"https://www.wikidata.org/wiki/Q137056","display_name":"Corrosion","level":2,"score":0.691115140914917},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6207026243209839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5073296427726746},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3712416887283325},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3510587811470032},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3333292007446289},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.29721352458000183},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.1703069508075714}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583780.3614748","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3614748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G3869006617","display_name":null,"funder_award_id":"W911NF-19-2-0112","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5259331294","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G56008422","display_name":null,"funder_award_id":"W911NF-19","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G608057831","display_name":null,"funder_award_id":"W911NF-19","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6381185121","display_name":null,"funder_award_id":"NRT-CEDAR 2021871","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6408217422","display_name":null,"funder_award_id":"W911NF-17-2-0227","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G7405417736","display_name":null,"funder_award_id":"W911NF-17-2-0227","funder_id":"https://openalex.org/F4320338456","funder_display_name":"DEVCOM Army Research Laboratory"},{"id":"https://openalex.org/G8443847209","display_name":null,"funder_award_id":"W911NF1920112, W911NF-17-2-0227, and W911NF1920108","funder_id":"https://openalex.org/F4320338456","funder_display_name":"DEVCOM Army Research Laboratory"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8698782525","display_name":null,"funder_award_id":"W911NF1920108","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337807","display_name":"U.S. Army Combat Capabilities Development Command","ror":null},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"},{"id":"https://openalex.org/F4320338456","display_name":"DEVCOM Army Research Laboratory","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2021929637","https://openalex.org/W2096481290","https://openalex.org/W2477120274","https://openalex.org/W2621170767","https://openalex.org/W2768955070","https://openalex.org/W2794550100","https://openalex.org/W3006281654","https://openalex.org/W3014839449","https://openalex.org/W3046208551","https://openalex.org/W3109093849","https://openalex.org/W4313156423","https://openalex.org/W4360765027"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2349891746","https://openalex.org/W2884282816","https://openalex.org/W2394115446","https://openalex.org/W1502342084","https://openalex.org/W3203998807","https://openalex.org/W2032583453","https://openalex.org/W4283030797","https://openalex.org/W2380730024","https://openalex.org/W4390482427"],"abstract_inverted_index":{"Amid":[0],"corrosion":[1,48,65,104,113,118,155],"degradation":[2],"of":[3,13,24,146,161,165],"metallic":[4],"structures":[5],"causing":[6],"expenses":[7],"nearing":[8],"3":[9],"trillion":[10],"or":[11],"4%":[12],"the":[14,22,29,54,82,87,143,147,154,159,163],"GDP":[15],"annually":[16],"along":[17],"with":[18,36,81,158],"major":[19],"safety":[20],"risks,":[21],"adoption":[23],"AI":[25],"technologies":[26],"for":[27,33,47,61,111,124,134],"accelerating":[28,162],"materials":[30,35,83],"science":[31,77,84,103,136],"life-cycle":[32],"developing":[34],"better":[37],"corrosive":[38],"properties":[39],"is":[40],"paramount.":[41],"While":[42],"initial":[43],"machine":[44],"learning":[45],"models":[46],"assessment":[49],"are":[50],"being":[51],"proposed":[52],"in":[53,79],"literature,":[55],"their":[56],"incorporation":[57],"into":[58],"end-to-end":[59],"tools":[60],"field":[62],"experimentation":[63],"by":[64],"scientists":[66],"remains":[67],"largely":[68],"unexplored.":[69],"To":[70],"fill":[71],"this":[72,139],"void,":[73],"our":[74],"university":[75],"data":[76,115,121,127],"team":[78],"collaboration":[80],"unit":[85],"at":[86],"Army":[88],"Research":[89],"Lab":[90],"have":[91],"jointly":[92],"developed":[93],"MOSS,":[94],"an":[95],"innovative":[96],"AI-based":[97],"digital":[98],"platform":[99,149],"to":[100],"support":[101],"material":[102,135],"research.":[105,137],"MOSS":[106,148,171],"features":[107],"user-friendly":[108],"iPadOS":[109],"app":[110],"in-field":[112],"progression":[114],"collection,":[116],"deep-learning":[117],"assessor,":[119],"robust":[120],"repository":[122],"system":[123],"long-term":[125],"experimental":[126],"modeling,":[128],"and":[129],"visual":[130],"analytics":[131],"web":[132],"portal":[133],"In":[138],"demonstration,":[140],"we":[141],"showcase":[142],"key":[144],"innovations":[145],"via":[150],"use":[151],"cases":[152],"supporting":[153],"exploration":[156],"processes,":[157],"promise":[160],"discovery":[164],"new":[166],"materials.":[167],"We":[168],"open":[169],"a":[170],"video":[172],"demo":[173],"at:":[174],"https://www.youtube.com/watch?v=CzcxMMRsxkE":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}