{"id":"https://openalex.org/W4415820470","doi":"https://doi.org/10.1021/acs.jcim.5c02081","title":"DPDispatcher: Scalable HPC Task Scheduling for AI-Driven Science","display_name":"DPDispatcher: Scalable HPC Task Scheduling for AI-Driven Science","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4415820470","doi":"https://doi.org/10.1021/acs.jcim.5c02081","pmid":"https://pubmed.ncbi.nlm.nih.gov/41183016"},"language":"en","primary_location":{"id":"doi:10.1021/acs.jcim.5c02081","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.5c02081","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5039234679","display_name":"Fengbo Yuan","orcid":"https://orcid.org/0009-0002-3949-8785"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fengbo Yuan","raw_affiliation_strings":["Department of Physics","University of Alabama at Birmingham"],"affiliations":[{"raw_affiliation_string":"Department of Physics","institution_ids":[]},{"raw_affiliation_string":"University of Alabama at Birmingham","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056202643","display_name":"Zhaonan Ding","orcid":"https://orcid.org/0000-0003-2026-8795"},"institutions":[{"id":"https://openalex.org/I4210144013","display_name":"SP Technology (South Korea)","ror":"https://ror.org/051mxsx19","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210144013"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Zhaohan Ding","raw_affiliation_strings":["DP Technology","DP Technology, Beijing 100080, P. R. China"],"affiliations":[{"raw_affiliation_string":"DP Technology","institution_ids":["https://openalex.org/I4210144013"]},{"raw_affiliation_string":"DP Technology, Beijing 100080, P. R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036330263","display_name":"Yun\u2010Pei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I4210094337","display_name":"Institute of History of Art and Musicology","ror":"https://ror.org/007bwhe79","country_code":"AT","type":"facility","lineage":["https://openalex.org/I138211613","https://openalex.org/I4210094337"]},{"id":"https://openalex.org/I4210156571","display_name":"Collaborative Innovation Center of Chemistry for Energy Materials","ror":"https://ror.org/05fdv7d34","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156571"]}],"countries":["AT","CN"],"is_corresponding":false,"raw_author_name":"Yun-Pei Liu","raw_affiliation_strings":["IKKEM","Laboratory of AI for Electrochemistry (AI4EC)","State Key Laboratory of Physical Chemistry of Solid Surface, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering","Xiamen University","State Key Laboratory of Physical Chemistry of Solid Surface, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, P. R. China","Laboratory of AI for Electrochemistry (AI4EC), IKKEM, Xiamen 361005, P. R. China"],"affiliations":[{"raw_affiliation_string":"IKKEM","institution_ids":["https://openalex.org/I4210094337"]},{"raw_affiliation_string":"Laboratory of AI for Electrochemistry (AI4EC)","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Physical Chemistry of Solid Surface, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering","institution_ids":["https://openalex.org/I4210156571"]},{"raw_affiliation_string":"Xiamen University","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"State Key Laboratory of Physical Chemistry of Solid Surface, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, P. R. China","institution_ids":["https://openalex.org/I4210156571"]},{"raw_affiliation_string":"Laboratory of AI for Electrochemistry (AI4EC), IKKEM, Xiamen 361005, P. R. China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055943045","display_name":"Kai Cao","orcid":"https://orcid.org/0000-0002-8043-1462"},"institutions":[{"id":"https://openalex.org/I4210144013","display_name":"SP Technology (South Korea)","ror":"https://ror.org/051mxsx19","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210144013"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kai Cao","raw_affiliation_strings":["DP Technology","DP Technology, Beijing 100080, P. R. China"],"affiliations":[{"raw_affiliation_string":"DP Technology","institution_ids":["https://openalex.org/I4210144013"]},{"raw_affiliation_string":"DP Technology, Beijing 100080, P. R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087699982","display_name":"Jiahao Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I2799847335","display_name":"Art Institute of Portland","ror":"https://ror.org/01cb0jg64","country_code":"US","type":"education","lineage":["https://openalex.org/I2799847335","https://openalex.org/I2799969541"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jiahao Fan","raw_affiliation_strings":["AI for Science Institute","Peking University","School of Mathematical Science","AI for Science Institute, Beijing 100080, P. R. China"],"affiliations":[{"raw_affiliation_string":"AI for Science Institute","institution_ids":["https://openalex.org/I2799847335"]},{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Mathematical Science","institution_ids":[]},{"raw_affiliation_string":"AI for Science Institute, Beijing 100080, P. R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001394176","display_name":"Cao Thang Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cao Thang Nguyen","raw_affiliation_strings":["Department of Mechanical Engineering","Ulsan National Institute of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering","institution_ids":[]},{"raw_affiliation_string":"Ulsan National Institute of Science and Technology","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657057","display_name":"Yuzhi Zhang","orcid":"https://orcid.org/0000-0002-5841-1107"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]},{"id":"https://openalex.org/I4210144013","display_name":"SP Technology (South Korea)","ror":"https://ror.org/051mxsx19","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210144013"]}],"countries":["JP","KR"],"is_corresponding":false,"raw_author_name":"Yuzhi Zhang","raw_affiliation_strings":["DP Technology","Kanazawa University","Nanomaterials Research Institute","DP Technology, Beijing 100080, P. R. China"],"affiliations":[{"raw_affiliation_string":"DP Technology","institution_ids":["https://openalex.org/I4210144013"]},{"raw_affiliation_string":"Kanazawa University","institution_ids":["https://openalex.org/I10091056"]},{"raw_affiliation_string":"Nanomaterials Research Institute","institution_ids":[]},{"raw_affiliation_string":"DP Technology, Beijing 100080, P. R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083295615","display_name":"Haidi Wang","orcid":"https://orcid.org/0000-0003-4768-2136"},"institutions":[{"id":"https://openalex.org/I126792128","display_name":"Institute of Applied Physics","ror":"https://ror.org/01km14z09","country_code":"UA","type":"facility","lineage":["https://openalex.org/I126792128","https://openalex.org/I149851306"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210145278","display_name":"Institute of Applied Physics and Computational Mathematics","ror":"https://ror.org/03sxpbt26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145278"]}],"countries":["CN","UA"],"is_corresponding":true,"raw_author_name":"Haidi Wang","raw_affiliation_strings":["HEDPS, CAPT, College of Engineering","Hefei University of Technology","National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","Peking University","School of Physics"],"affiliations":[{"raw_affiliation_string":"HEDPS, CAPT, College of Engineering","institution_ids":[]},{"raw_affiliation_string":"Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","institution_ids":["https://openalex.org/I126792128","https://openalex.org/I4210145278"]},{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Physics","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haidi Wang","orcid":"https://orcid.org/0000-0003-4768-2136"},"institutions":[{"id":"https://openalex.org/I126792128","display_name":"Institute of Applied Physics","ror":"https://ror.org/01km14z09","country_code":"UA","type":"facility","lineage":["https://openalex.org/I126792128","https://openalex.org/I149851306"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210145278","display_name":"Institute of Applied Physics and Computational Mathematics","ror":"https://ror.org/03sxpbt26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145278"]}],"countries":["CN","UA","US"],"is_corresponding":false,"raw_author_name":"Haidi Wang","raw_affiliation_strings":["HEDPS, CAPT, College of Engineering","Hefei University of Technology","National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","Peking University","School of Physics","Princeton University"],"affiliations":[{"raw_affiliation_string":"HEDPS, CAPT, College of Engineering","institution_ids":[]},{"raw_affiliation_string":"Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","institution_ids":["https://openalex.org/I126792128","https://openalex.org/I4210145278"]},{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Physics","institution_ids":[]},{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035522231","display_name":"Yixiao Chen","orcid":"https://orcid.org/0000-0001-8201-5887"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210138427","display_name":"Computational Physics (United States)","ror":"https://ror.org/03grsxg62","country_code":"US","type":"company","lineage":["https://openalex.org/I4210138427"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yixiao Chen","raw_affiliation_strings":["Princeton University","Program of Applied and Computational Math","Peking University"],"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Program of Applied and Computational Math","institution_ids":["https://openalex.org/I4210138427"]},{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101644373","display_name":"Jiameng Huang","orcid":"https://orcid.org/0009-0002-9701-8145"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Jiameng Huang","raw_affiliation_strings":["Peking University","School of Intelligence Science and Technology","The University of Hong Kong","Center for Structural Materials, Department of Mechanical Engineering, The University of Hong Kong, Hong Kong 999077, P. R. China"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Intelligence Science and Technology","institution_ids":[]},{"raw_affiliation_string":"The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Center for Structural Materials, Department of Mechanical Engineering, The University of Hong Kong, Hong Kong 999077, P. R. China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002228777","display_name":"Tongqi Wen","orcid":"https://orcid.org/0000-0003-1692-2512"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I4210135766","display_name":"Institute for Structural Research","ror":"https://ror.org/03m3g5338","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210135766"]},{"id":"https://openalex.org/I4210149572","display_name":"Institution of Structural Engineers","ror":"https://ror.org/04jdfdv39","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210149572"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["GB","HK","PL","SG"],"is_corresponding":false,"raw_author_name":"Tongqi Wen","raw_affiliation_strings":["Center for Structural Materials, Department of Mechanical Engineering","The University of Hong Kong","National University of Singapore"],"affiliations":[{"raw_affiliation_string":"Center for Structural Materials, Department of Mechanical Engineering","institution_ids":["https://openalex.org/I4210135766","https://openalex.org/I4210149572"]},{"raw_affiliation_string":"The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050659918","display_name":"Mingkang Liu","orcid":"https://orcid.org/0000-0003-0786-9561"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Mingkang Liu","raw_affiliation_strings":["Department of Mechanical Engineering","National University of Singapore","Princeton University"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering","institution_ids":[]},{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427064","display_name":"Yifan Li","orcid":"https://orcid.org/0000-0003-3217-0592"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210166566","display_name":"Preferred Networks (Japan)","ror":"https://ror.org/05xeefy56","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210166566"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Yifan Li","raw_affiliation_strings":["Department of Chemistry","Princeton University","Preferred Networks, Inc., 1-6-1 Otemachi, Chiyoda-ku 100-0004, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Chemistry","institution_ids":[]},{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Preferred Networks, Inc., 1-6-1 Otemachi, Chiyoda-ku 100-0004, Tokyo, Japan","institution_ids":["https://openalex.org/I4210166566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071891782","display_name":"Yong\u2010Bin Zhuang","orcid":"https://orcid.org/0000-0001-5182-8084"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I4210166566","display_name":"Preferred Networks (Japan)","ror":"https://ror.org/05xeefy56","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210166566"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Yong-Bin Zhuang","raw_affiliation_strings":["Preferred Networks, Inc., 1-6-1 Otemachi, Chiyoda-ku 100-0004, Tokyo, Japan","Boston University","Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, United States"],"affiliations":[{"raw_affiliation_string":"Preferred Networks, Inc., 1-6-1 Otemachi, Chiyoda-ku 100-0004, Tokyo, Japan","institution_ids":["https://openalex.org/I4210166566"]},{"raw_affiliation_string":"Boston University","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, United States","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108550465","display_name":"Hao Yu","orcid":"https://orcid.org/0000-0001-9524-3547"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Yu","raw_affiliation_strings":["Boston University","Department of Electrical and Computer Engineering","University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"Boston University","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering","institution_ids":[]},{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007517812","display_name":"Ping Tuo","orcid":"https://orcid.org/0000-0002-6477-5900"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]},{"id":"https://openalex.org/I4210089800","display_name":"Blue Planet (Norway)","ror":"https://ror.org/008stff69","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210089800"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["JP","NO","US"],"is_corresponding":false,"raw_author_name":"Ping Tuo","raw_affiliation_strings":["Bakar Institute of Digital Materials for the Planet","University of California, Berkeley","Kanazawa University"],"affiliations":[{"raw_affiliation_string":"Bakar Institute of Digital Materials for the Planet","institution_ids":["https://openalex.org/I4210089800"]},{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Kanazawa University","institution_ids":["https://openalex.org/I10091056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021160986","display_name":"Yaotang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]},{"id":"https://openalex.org/I4210144013","display_name":"SP Technology (South Korea)","ror":"https://ror.org/051mxsx19","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210144013"]}],"countries":["JP","KR"],"is_corresponding":false,"raw_author_name":"Yaotang Zhang","raw_affiliation_strings":["DP Technology","Kanazawa University","Nanomaterials Research Institute","DP Technology, Beijing 100080, P. R. China"],"affiliations":[{"raw_affiliation_string":"DP Technology","institution_ids":["https://openalex.org/I4210144013"]},{"raw_affiliation_string":"Kanazawa University","institution_ids":["https://openalex.org/I10091056"]},{"raw_affiliation_string":"Nanomaterials Research Institute","institution_ids":[]},{"raw_affiliation_string":"DP Technology, Beijing 100080, P. R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354985","display_name":"Yibo Wang","orcid":"https://orcid.org/0009-0001-3921-4415"},"institutions":[{"id":"https://openalex.org/I4210144013","display_name":"SP Technology (South Korea)","ror":"https://ror.org/051mxsx19","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210144013"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yibo Wang","raw_affiliation_strings":["DP Technology","AI for Science Institute, Beijing 100080, P. R. China"],"affiliations":[{"raw_affiliation_string":"DP Technology","institution_ids":["https://openalex.org/I4210144013"]},{"raw_affiliation_string":"AI for Science Institute, Beijing 100080, P. R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100689117","display_name":"Linfeng Zhang","orcid":"https://orcid.org/0000-0002-8470-5846"},"institutions":[{"id":"https://openalex.org/I126792128","display_name":"Institute of Applied Physics","ror":"https://ror.org/01km14z09","country_code":"UA","type":"facility","lineage":["https://openalex.org/I126792128","https://openalex.org/I149851306"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I2799847335","display_name":"Art Institute of Portland","ror":"https://ror.org/01cb0jg64","country_code":"US","type":"education","lineage":["https://openalex.org/I2799847335","https://openalex.org/I2799969541"]},{"id":"https://openalex.org/I4210144013","display_name":"SP Technology (South Korea)","ror":"https://ror.org/051mxsx19","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210144013"]},{"id":"https://openalex.org/I4210145278","display_name":"Institute of Applied Physics and Computational Mathematics","ror":"https://ror.org/03sxpbt26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145278"]}],"countries":["CN","KR","UA","US"],"is_corresponding":true,"raw_author_name":"Linfeng Zhang","raw_affiliation_strings":["AI for Science Institute","DP Technology","National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","Peking University"],"affiliations":[{"raw_affiliation_string":"AI for Science Institute","institution_ids":["https://openalex.org/I2799847335"]},{"raw_affiliation_string":"DP Technology","institution_ids":["https://openalex.org/I4210144013"]},{"raw_affiliation_string":"National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","institution_ids":["https://openalex.org/I126792128","https://openalex.org/I4210145278"]},{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452643","display_name":"Handong Wang","orcid":"https://orcid.org/0000-0001-5989-9338"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I126792128","display_name":"Institute of Applied Physics","ror":"https://ror.org/01km14z09","country_code":"UA","type":"facility","lineage":["https://openalex.org/I126792128","https://openalex.org/I149851306"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]},{"id":"https://openalex.org/I4210145278","display_name":"Institute of Applied Physics and Computational Mathematics","ror":"https://ror.org/03sxpbt26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145278"]}],"countries":["CN","UA"],"is_corresponding":false,"raw_author_name":"Han Wang","raw_affiliation_strings":["HEDPS, CAPT, College of Engineering","Hefei University of Technology","National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","Peking University","School of Physics","University of Science and Technology of China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou 215123, P. R. China","Suzhou Big Data & AI Research and Engineering Center"],"affiliations":[{"raw_affiliation_string":"HEDPS, CAPT, College of Engineering","institution_ids":[]},{"raw_affiliation_string":"Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","institution_ids":["https://openalex.org/I126792128","https://openalex.org/I4210145278"]},{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Physics","institution_ids":[]},{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou 215123, P. R. China","institution_ids":["https://openalex.org/I308837","https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Big Data & AI Research and Engineering Center","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452643","display_name":"Handong Wang","orcid":"https://orcid.org/0000-0001-5989-9338"},"institutions":[{"id":"https://openalex.org/I126792128","display_name":"Institute of Applied Physics","ror":"https://ror.org/01km14z09","country_code":"UA","type":"facility","lineage":["https://openalex.org/I126792128","https://openalex.org/I149851306"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210145278","display_name":"Institute of Applied Physics and Computational Mathematics","ror":"https://ror.org/03sxpbt26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145278"]}],"countries":["CN","UA"],"is_corresponding":true,"raw_author_name":"Han Wang","raw_affiliation_strings":["HEDPS, CAPT, College of Engineering","Hefei University of Technology","National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","Peking University","School of Physics"],"affiliations":[{"raw_affiliation_string":"HEDPS, CAPT, College of Engineering","institution_ids":[]},{"raw_affiliation_string":"Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Fenghao East Road 2, Beijing 100094, P. R. China","institution_ids":["https://openalex.org/I126792128","https://openalex.org/I4210145278"]},{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Physics","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042165620","display_name":"Jinzhe Zeng","orcid":"https://orcid.org/0000-0002-1515-8172"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinzhe Zeng","raw_affiliation_strings":["School of Artificial Intelligence and Data Science","Suzhou Big Data & AI Research and Engineering Center","Suzhou Institute for Advanced Research","University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Data Science","institution_ids":[]},{"raw_affiliation_string":"Suzhou Big Data & AI Research and Engineering Center","institution_ids":[]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research","institution_ids":[]},{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":11,"institutions_distinct_count":23,"corresponding_author_ids":["https://openalex.org/A5042165620","https://openalex.org/A5083295615","https://openalex.org/A5100452643","https://openalex.org/A5100689117"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I126792128","https://openalex.org/I16365422","https://openalex.org/I20231570","https://openalex.org/I2799847335","https://openalex.org/I4210144013","https://openalex.org/I4210145278"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.300571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"65","issue":"22","first_page":"12155","last_page":"12160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.695900022983551,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.695900022983551,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.08839999884366989,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11948","display_name":"Machine Learning in Materials Science","score":0.07289999723434448,"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/software-portability","display_name":"Software portability","score":0.704800009727478},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6625999808311462},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6413000226020813},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6255999803543091},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5712000131607056},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4562000036239624},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.3447999954223633},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3082999885082245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8424999713897705},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.704800009727478},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6625999808311462},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6413000226020813},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6255999803543091},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5898000001907349},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5712000131607056},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4562000036239624},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.36090001463890076},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3492000102996826},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.3447999954223633},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.275299996137619},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.274399995803833},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2676999866962433},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.25200000405311584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25049999356269836}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1021/acs.jcim.5c02081","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.5c02081","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},{"id":"pmid:41183016","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41183016","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of chemical information and modeling","raw_type":null},{"id":"pmh:oai:hub.hku.hk:10722/367364","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/367364","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W59652542","https://openalex.org/W1596936080","https://openalex.org/W2079105963","https://openalex.org/W2119738171","https://openalex.org/W2527672088","https://openalex.org/W2898391453","https://openalex.org/W2962740076","https://openalex.org/W3006005697","https://openalex.org/W3007178273","https://openalex.org/W3017260797","https://openalex.org/W3115734691","https://openalex.org/W4200630431","https://openalex.org/W4250891106","https://openalex.org/W4318486595","https://openalex.org/W4378469428","https://openalex.org/W4380202170","https://openalex.org/W4383995031","https://openalex.org/W4385490607","https://openalex.org/W4386346825","https://openalex.org/W4389115055","https://openalex.org/W4403098386","https://openalex.org/W4405920772","https://openalex.org/W4409152182","https://openalex.org/W4409826630","https://openalex.org/W4410027863","https://openalex.org/W4411581402","https://openalex.org/W4411932316","https://openalex.org/W4412746148","https://openalex.org/W4414255949"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"is":[3],"reshaping":[4],"computational":[5],"science,":[6],"but":[7],"AI-driven":[8],"workflows":[9],"routinely":[10],"span":[11],"heterogeneous":[12],"tasks":[13],"executed":[14],"across":[15],"diverse":[16],"high-performance":[17],"computing":[18],"(HPC)":[19],"systems.":[20],"We":[21],"introduce":[22],"DPDispatcher,":[23],"an":[24,37],"open-source":[25],"Python":[26],"framework":[27],"for":[28,86,122],"scalable,":[29],"fault-tolerant":[30],"task":[31],"scheduling":[32],"in":[33],"such":[34],"environments":[35],"with":[36],"emphasis":[38],"on":[39],"lightweight":[40],"submission,":[41],"automatic":[42],"retries,":[43],"and":[44,50,61,65,90,97,114,120],"robust":[45],"resumption.":[46],"DPDispatcher":[47,70,110],"separates":[48],"connection":[49],"file-staging":[51],"concerns":[52],"from":[53],"scheduler":[54],"control,":[55],"supports":[56],"multiple":[57],"HPC":[58,105],"job":[59],"managers,":[60],"provides":[62],"both":[63],"local":[64],"secure":[66],"shell":[67],"(SSH)":[68],"backends.":[69],"has":[71],"been":[72],"adopted":[73],"by":[74],"more":[75],"than":[76],"ten":[77],"scientific":[78,125],"packages.":[79],"Representative":[80],"use":[81],"cases":[82],"include":[83],"active":[84],"learning":[85],"machine-learning":[87],"potentials,":[88],"free-energy":[89],"thermodynamic":[91],"integration":[92],"workflows,":[93],"large-scale":[94],"materials":[95],"screening,":[96],"large":[98],"language":[99],"model":[100],"(LLM)-driven":[101],"agents":[102],"that":[103],"launch":[104],"computations.":[106],"Across":[107],"these":[108],"settings,":[109],"reduces":[111],"operational":[112],"overhead":[113],"error":[115],"rates":[116],"while":[117],"improving":[118],"portability":[119],"automation":[121],"reliable,":[123],"high-throughput":[124],"computing.":[126]},"counts_by_year":[],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-11-03T00:00:00"}
