{"id":"https://openalex.org/W6893264998","doi":"https://doi.org/10.5281/zenodo.14828478","title":"Cheby-KANs Dataset","display_name":"Cheby-KANs Dataset","publication_year":2025,"publication_date":"2025-02-07","ids":{"openalex":"https://openalex.org/W6893264998","doi":"https://doi.org/10.5281/zenodo.14828478"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.14828478","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14828478","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.14828478","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Abdallah, Amgad","orcid":"https://orcid.org/0009-0002-4151-4588"},"institutions":[{"id":"https://openalex.org/I154023281","display_name":"British University in Egypt","ror":"https://ror.org/0066fxv63","country_code":"EG","type":"education","lineage":["https://openalex.org/I154023281"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Abdallah, Amgad","raw_affiliation_strings":["British University in Egypt"],"raw_orcid":"https://orcid.org/0009-0002-4151-4588","affiliations":[{"raw_affiliation_string":"British University in Egypt","institution_ids":["https://openalex.org/I154023281"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pester, Andreas","orcid":"https://orcid.org/0000-0001-7278-7349"},"institutions":[{"id":"https://openalex.org/I154023281","display_name":"British University in Egypt","ror":"https://ror.org/0066fxv63","country_code":"EG","type":"education","lineage":["https://openalex.org/I154023281"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Pester, Andreas","raw_affiliation_strings":["British University in Egypt"],"raw_orcid":"https://orcid.org/0000-0001-7278-7349","affiliations":[{"raw_affiliation_string":"British University in Egypt","institution_ids":["https://openalex.org/I154023281"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Muttardi, Maha","orcid":"https://orcid.org/0000-0002-0637-2994"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Muttardi, Maha","raw_affiliation_strings":["American University in Cairo"],"raw_orcid":"https://orcid.org/0000-0002-0637-2994","affiliations":[{"raw_affiliation_string":"American University in Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andres, Frederic","orcid":"https://orcid.org/0000-0002-5003-7579"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Andres, Frederic","raw_affiliation_strings":["National Institute of Informatics"],"raw_orcid":"https://orcid.org/0000-0002-5003-7579","affiliations":[{"raw_affiliation_string":"National Institute of Informatics","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tanabe, Shihori","orcid":"https://orcid.org/0000-0003-3706-0616"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tanabe, Shihori","raw_affiliation_strings":["National Institute of Health Sciences"],"raw_orcid":"https://orcid.org/0000-0003-3706-0616","affiliations":[{"raw_affiliation_string":"National Institute of Health Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Greneche, Nicolas","orcid":"https://orcid.org/0000-0003-0467-1023"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Greneche, Nicolas","raw_affiliation_strings":["Universit\u00e9 Sorbonne Paris Nord"],"raw_orcid":"https://orcid.org/0000-0003-0467-1023","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord","institution_ids":["https://openalex.org/I4210091279"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ali, Hesham H.","orcid":"https://orcid.org/0000-0002-8016-6144"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali, Hesham H.","raw_affiliation_strings":["University of Nebraska at Omaha"],"raw_orcid":"https://orcid.org/0000-0002-8016-6144","affiliations":[{"raw_affiliation_string":"University of Nebraska at Omaha","institution_ids":["https://openalex.org/I122266389"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154023281"],"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":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8744999766349792},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41130000352859497},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3968999981880188},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.3799000084400177},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.37940001487731934}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8744999766349792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6525999903678894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4480000138282776},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.43810001015663147},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41130000352859497},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3968999981880188},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.3799000084400177},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.37940001487731934},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.375},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3628999888896942},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2904999852180481},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27140000462532043}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.14828478","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14828478","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.14828478","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14828478","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"dataset"},"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":{"These":[0],"are":[1,90,101],"the":[2,40,55,76,86,91,94,97,112,124,129],"codes":[3,95],"and":[4,48,96,107,117],"models":[5,126],"used":[6],"in":[7,23],"our":[8,11,36,61,105],"experiments":[9],"regarding":[10],"submitted":[12],"article":[13],"\u201cCheby-KANs:":[14],"Advanced":[15],"Kolmogorov-Arnold":[16],"Networks":[17],"for":[18,93,104],"Applying":[19],"Geometric":[20],"Deep":[21],"Learning":[22],"Quantum":[24],"Chemistry":[25],"Applications\u201d.":[26],"The":[27],"code":[28],"is":[29],"developed":[30],"using":[31,102],"python":[32,103],"programming":[33],"language.":[34],"In":[35],"paper":[37],"we":[38,59],"haedeveloped":[39],"B-spline":[41],"based":[42],"KANs":[43],"with":[44,64],"a":[45],"more":[46],"powerful":[47],"much":[49],"faster":[50],"polynomials":[51],"\u201cshifted-Chebyshev":[52],"polynomials\u201d":[53],"of":[54,115],"first":[56],"kind.":[57],"Also,":[58],"integrated":[60],"new":[62,82],"architecture":[63],"geometric":[65],"deeplearning":[66],"to":[67,110,119,122,127],"predict":[68],"quantum":[69],"properties.":[70],"This":[71],"was":[72],"done":[73],"by":[74,80],"modifying":[75],"famous":[77],"Schnet":[78],"model":[79,83],"usingour":[81],"rather":[84],"than":[85],"ordinary":[87],"multi-layer-perceptrons.":[88],"Attached":[89],"files":[92],"pretrained":[98,125],"models.":[99],"We":[100],"experiments,":[106],"make":[108],"sure":[109],"install":[111],"latest":[113],"version":[114],"Pytorch":[116],"Pytorch-Geometric":[118],"be":[120],"ble":[121],"load":[123],"reproduce":[128],"results.":[130]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}