{"id":"https://openalex.org/W4399597911","doi":"https://doi.org/10.48550/arxiv.2406.07259","title":"Scientific Computing with Large Language Models","display_name":"Scientific Computing with Large Language Models","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4399597911","doi":"https://doi.org/10.48550/arxiv.2406.07259"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2406.07259","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.07259","pdf_url":"https://arxiv.org/pdf/2406.07259","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2406.07259","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099111547","display_name":"Christopher Culver","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Culver, Christopher","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059027085","display_name":"Peter Hicks","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hicks, Peter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099111548","display_name":"Mihailo Milenkovic","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Milenkovic, Mihailo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099111549","display_name":"Sanjif Shanmugavelu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanmugavelu, Sanjif","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5086939715","display_name":"Tobias Becker","orcid":"https://orcid.org/0000-0001-5939-6757"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Becker, Tobias","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T10028","display_name":"Topic Modeling","score":0.6754999756813049,"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/T10028","display_name":"Topic Modeling","score":0.6754999756813049,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.5950000286102295,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5475850105285645},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3583267331123352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5475850105285645},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3583267331123352}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2406.07259","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.07259","pdf_url":"https://arxiv.org/pdf/2406.07259","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"doi:10.48550/arxiv.2406.07259","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2406.07259","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2406.07259","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.07259","pdf_url":"https://arxiv.org/pdf/2406.07259","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"We":[0,15,58],"provide":[1],"an":[2],"overview":[3],"of":[4,7,24,68],"the":[5,36,66],"emergence":[6],"large":[8],"language":[9,22,74],"models":[10,75],"for":[11,55],"scientific":[12,25],"computing":[13,94],"applications.":[14],"highlight":[16],"use":[17],"cases":[18],"that":[19],"involve":[20],"natural":[21],"processing":[23],"documents":[26],"and":[27,45,47,71,82],"specialized":[28,61],"languages":[29,62,67],"designed":[30],"to":[31,79],"describe":[32],"physical":[33,86],"systems.":[34],"For":[35],"former,":[37],"chatbot":[38],"style":[39],"applications":[40],"appear":[41],"in":[42],"medicine,":[43],"mathematics":[44],"physics":[46],"can":[48],"be":[49],"used":[50,78],"iteratively":[51],"with":[52],"domain":[53],"experts":[54],"problem":[56],"solving.":[57],"also":[59],"review":[60],"within":[63],"molecular":[64],"biology,":[65],"molecules,":[69],"proteins,":[70],"DNA":[72],"where":[73],"are":[76],"being":[77],"predict":[80],"properties":[81],"even":[83],"create":[84],"novel":[85],"systems":[87],"at":[88],"much":[89],"faster":[90],"rates":[91],"than":[92],"traditional":[93],"methods.":[95]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
