{"id":"https://openalex.org/W6940611662","doi":"https://doi.org/10.1109/ccwc62904.2025.10903685","title":"Developing Image-Based and Deep Learning Enhanced Diagnostics for Determining Chemical Compositions","display_name":"Developing Image-Based and Deep Learning Enhanced Diagnostics for Determining Chemical Compositions","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W6940611662","doi":"https://doi.org/10.1109/ccwc62904.2025.10903685"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc62904.2025.10903685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc62904.2025.10903685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC)","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":null,"display_name":"Ruth Agada","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruth Agada","raw_affiliation_strings":["Bowie State University,Department of Computer Science,MD,20715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bowie State University,Department of Computer Science,MD,20715","institution_ids":["https://openalex.org/I324100"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sriram Srinivasan","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sriram Srinivasan","raw_affiliation_strings":["Bowie State University,Department of Management Information Systems,MD,20715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bowie State University,Department of Management Information Systems,MD,20715","institution_ids":["https://openalex.org/I324100"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rand Obeidat","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rand Obeidat","raw_affiliation_strings":["Bowie State University,Department of Management Information Systems,MD,20715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bowie State University,Department of Management Information Systems,MD,20715","institution_ids":["https://openalex.org/I324100"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Paola Montepeque","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paola Montepeque","raw_affiliation_strings":["Bowie State University,Department of Management Information Systems,MD,20715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bowie State University,Department of Management Information Systems,MD,20715","institution_ids":["https://openalex.org/I324100"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Joshua Graves","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Graves","raw_affiliation_strings":["Bowie State University,Department of Management Information Systems,MD,20715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bowie State University,Department of Management Information Systems,MD,20715","institution_ids":["https://openalex.org/I324100"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Oliver Steinbock","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oliver Steinbock","raw_affiliation_strings":["Bowie State University,Department of Computer Science,MD,20715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bowie State University,Department of Computer Science,MD,20715","institution_ids":["https://openalex.org/I324100"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Beni B. Dangi","orcid":null},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Beni B. Dangi","raw_affiliation_strings":["Florida State University,Department of Chemistry & Biochemistry,FL,32306"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida State University,Department of Chemistry & Biochemistry,FL,32306","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jie Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Yan","raw_affiliation_strings":["Bowie State University,Department of Computer Science,MD,20715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bowie State University,Department of Computer Science,MD,20715","institution_ids":["https://openalex.org/I324100"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"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":"00649","last_page":"00656"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10451","display_name":"Mycorrhizal Fungi and Plant Interactions","score":0.5271000266075134,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10451","display_name":"Mycorrhizal Fungi and Plant Interactions","score":0.5271000266075134,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.18629999458789825,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.029600000008940697,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6726999878883362},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6473000049591064},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5803999900817871},{"id":"https://openalex.org/keywords/salt","display_name":"Salt (chemistry)","score":0.3901999890804291},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37139999866485596},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3343999981880188}],"concepts":[{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6726999878883362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6664999723434448},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6473000049591064},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5803999900817871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5514000058174133},{"id":"https://openalex.org/C2776371256","wikidata":"https://www.wikidata.org/wiki/Q12370","display_name":"Salt (chemistry)","level":2,"score":0.3901999890804291},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37139999866485596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3422999978065491},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2709999978542328},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2596000134944916},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2583000063896179},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.25609999895095825},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25459998846054077},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.25450000166893005},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc62904.2025.10903685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc62904.2025.10903685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.42863112688064575,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1559398851","https://openalex.org/W1976936797","https://openalex.org/W1984714399","https://openalex.org/W2041720662","https://openalex.org/W2081579240","https://openalex.org/W2097117768","https://openalex.org/W2117046954","https://openalex.org/W2149042400","https://openalex.org/W2194775991","https://openalex.org/W2215603603","https://openalex.org/W2340065868","https://openalex.org/W2473154500","https://openalex.org/W2488557399","https://openalex.org/W2598457882","https://openalex.org/W2608861995","https://openalex.org/W2801516893","https://openalex.org/W2896493249","https://openalex.org/W2912692792","https://openalex.org/W2977787875","https://openalex.org/W2980082472","https://openalex.org/W2995564620","https://openalex.org/W3012135218","https://openalex.org/W3088047565","https://openalex.org/W3127493430","https://openalex.org/W3128912124","https://openalex.org/W3158301567","https://openalex.org/W3198980621","https://openalex.org/W4211257194","https://openalex.org/W4214843102","https://openalex.org/W4220944739","https://openalex.org/W4280539349","https://openalex.org/W4282967852","https://openalex.org/W4283746128","https://openalex.org/W4295122555","https://openalex.org/W4295292839","https://openalex.org/W4365515685","https://openalex.org/W4382023662","https://openalex.org/W4385075286","https://openalex.org/W4400060722","https://openalex.org/W6631190155","https://openalex.org/W6738037908","https://openalex.org/W6749936010"],"related_works":[],"abstract_inverted_index":{"Salt":[0],"creep":[1,99],"is":[2,17,135],"a":[3,132],"naturally":[4],"occurring":[5],"process":[6,133],"that":[7,134,146],"describes":[8],"the":[9,30,47,92,128,149],"dried":[10],"pattern":[11],"left":[12],"after":[13],"drying.":[14],"This":[15],"phenomenon":[16],"relevant":[18],"to":[19,33,69,88,91,111,130],"soft":[20,81],"matter":[21,82],"science":[22,83],"and":[23,36,76,84,108,139],"coupled":[24],"with":[25],"sparsely":[26],"available":[27],"image":[28,56],"data,":[29],"main":[31],"obstacles":[32],"reliable":[34],"predictions":[35],"theoretical":[37],"understanding":[38],"are":[39,66],"further":[40],"complicated.":[41],"In":[42,101],"addition,":[43],"this":[44,64,102,119,125],"study":[45,65,126],"explores":[46],"performance":[48],"of":[49,63,73,144,151],"images":[50],"under":[51],"various":[52],"augmentations":[53],"(zoom,":[54],"rotation,":[55],"flip,":[57],"zero-phase":[58],"component":[59],"analysis).":[60],"The":[61],"goals":[62],"twofold:":[67],"1)":[68],"establish":[70],"robust":[71],"applications":[72],"artificial":[74],"intelligence":[75],"machine":[77],"learning":[78],"methods":[79],"in":[80,118],"2)":[85],"through":[86],"implementation,":[87],"provide":[89],"capabilities":[90],"deposit":[93],"composition":[94],"based":[95],"on":[96],"collected":[97],"salt":[98,152],"images.":[100],"study,":[103],"we":[104],"exploited":[105],"CNN-2D,":[106],"ResNet-50,":[107],"GoogLeNet":[109],"models":[110],"differentiate":[112],"between":[113],"four":[114],"inorganic":[115],"salts":[116],"used":[117],"study.":[120],"These":[121],"insights":[122],"gained":[123],"from":[124,148],"have":[127],"potential":[129],"automate":[131],"typically":[136],"performed":[137],"manually":[138],"allow":[140],"for":[141],"easy":[142],"mitigation":[143],"issues":[145],"stem":[147],"effects":[150],"creep.":[153]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}