{"id":"https://openalex.org/W7106702682","doi":"https://doi.org/10.48550/arxiv.2511.18244","title":"Developing an AI Course for Synthetic Chemistry Students","display_name":"Developing an AI Course for Synthetic Chemistry Students","publication_year":2025,"publication_date":"2025-11-23","ids":{"openalex":"https://openalex.org/W7106702682","doi":"https://doi.org/10.48550/arxiv.2511.18244"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2511.18244","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2511.18244","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2511.18244","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zheng, Zhiling","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zheng, Zhiling","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9212999939918518,"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"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9212999939918518,"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"}},{"id":"https://openalex.org/T12327","display_name":"Various Chemistry Research Topics","score":0.03669999912381172,"subfield":{"id":"https://openalex.org/subfields/1606","display_name":"Physical and Theoretical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.012199999764561653,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7588000297546387},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4864000082015991},{"id":"https://openalex.org/keywords/synthetic-biology","display_name":"Synthetic biology","score":0.3871999979019165},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.3621000051498413},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.35749998688697815},{"id":"https://openalex.org/keywords/chemistry-education","display_name":"Chemistry education","score":0.350600004196167},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.33379998803138733},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.32409998774528503}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7588000297546387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5327000021934509},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4864000082015991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3968000113964081},{"id":"https://openalex.org/C191908910","wikidata":"https://www.wikidata.org/wiki/Q862838","display_name":"Synthetic biology","level":2,"score":0.3871999979019165},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.38510000705718994},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.3621000051498413},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.35749998688697815},{"id":"https://openalex.org/C198446146","wikidata":"https://www.wikidata.org/wiki/Q1069229","display_name":"Chemistry education","level":3,"score":0.350600004196167},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3343000113964081},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C2779825147","wikidata":"https://www.wikidata.org/wiki/Q1753447","display_name":"Project-based learning","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C111226992","wikidata":"https://www.wikidata.org/wiki/Q626225","display_name":"Teamwork","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C2776937632","wikidata":"https://www.wikidata.org/wiki/Q4117718","display_name":"Program synthesis","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C68762167","wikidata":"https://www.wikidata.org/wiki/Q910164","display_name":"Cheminformatics","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2511.18244","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2511.18244","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2511.18244","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2511.18244","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"and":[3,18,32,41,85,95,120,123],"data":[4,121],"science":[5],"are":[6,14,135],"transforming":[7],"chemical":[8,66],"research,":[9],"yet":[10],"few":[11],"formal":[12],"courses":[13],"tailored":[15],"to":[16,28,76],"synthetic":[17,55,147],"experimental":[19,106],"chemists,":[20],"who":[21],"often":[22],"face":[23],"steep":[24],"entry":[25],"barriers":[26],"due":[27],"limited":[29],"coding":[30],"experience":[31],"lack":[33],"of":[34,43],"chemistry-specific":[35],"examples.":[36],"We":[37],"present":[38],"the":[39,54],"design":[40],"implementation":[42],"AI4CHEM,":[44],"an":[45,72],"introductory":[46],"data-driven":[47],"chem-istry":[48],"course":[49,133],"created":[50],"for":[51,104,143],"students":[52,100],"on":[53],"chemistry":[56,148],"track":[57],"with":[58,113],"no":[59],"prior":[60],"programming":[61],"background.":[62],"The":[63],"curricu-lum":[64],"emphasizes":[65],"context":[67],"over":[68],"abstract":[69],"algorithms,":[70],"using":[71],"accessible":[73],"web-based":[74],"platform":[75],"ensure":[77],"zero-install":[78],"machine":[79],"learning":[80],"(ML)":[81],"workflow":[82],"development":[83],"practice":[84],"in-class":[86],"active":[87],"learning.":[88],"Assessment":[89],"combines":[90],"code-guided":[91],"homework,":[92],"literature-based":[93],"mini-reviews,":[94],"collaborative":[96],"projects":[97],"in":[98,126,130],"which":[99],"build":[101],"AI-assisted":[102],"workflows":[103],"real":[105],"problems.":[107],"Learning":[108],"gains":[109],"include":[110],"increased":[111],"confidence":[112],"Python,":[114],"molecular":[115],"property":[116],"prediction,":[117],"reaction":[118],"optimization,":[119],"mining,":[122],"improved":[124],"skills":[125],"evaluating":[127],"AI":[128,145],"tools":[129],"chemistry.":[131],"All":[132],"materials":[134],"openly":[136],"available,":[137],"offering":[138],"a":[139],"discipline-specific,":[140],"beginner-accessible":[141],"framework":[142],"integrating":[144],"into":[146],"training.":[149]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-11-27T00:00:00"}