{"id":"https://openalex.org/W4388320505","doi":"https://doi.org/10.1016/j.jpowsour.2023.233674","title":"Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing","display_name":"Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388320505","doi":"https://doi.org/10.1016/j.jpowsour.2023.233674"},"language":"en","primary_location":{"id":"doi:10.1016/j.jpowsour.2023.233674","doi":"https://doi.org/10.1016/j.jpowsour.2023.233674","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jpowsour.2023.233674","pdf_url":null,"source":{"id":"https://openalex.org/S177147899","display_name":"Journal of Power Sources","issn_l":"0378-7753","issn":["0378-7753","1873-2755"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Power Sources","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.jpowsour.2023.233674","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071179730","display_name":"Marc Duquesnoy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210107589","display_name":"Alistore","ror":"https://ror.org/01wy0hc37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210107589","https://openalex.org/I4210119088","https://openalex.org/I4210128300","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4210119088","display_name":"Laboratoire de R\u00e9activit\u00e9 et Chimie des Solides","ror":"https://ror.org/02m9cs548","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4210128300","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Duquesnoy","raw_affiliation_strings":["ALISTORE-European Research Institute, FR CNRS 3104, Hub de l\u2019Energie, 15 rue Baudelocque, Amiens Cedex 80039, France","Laboratoire de Reactivit\u00e9 et Chimie des Solides (LRCS), UMR CNRS 7314, Universit\u00e9 de Picardie Jules Verne, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","ALISTORE-ERI - Advanced Lithium Energy Storage Systems - ALISTORE-ERI (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","LRCS - Laboratoire r\u00e9activit\u00e9 et chimie des solides - UMR CNRS 7314 UPJV (Universit\u00e9 de Picardie Jules Verne - 33 Rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ALISTORE-European Research Institute, FR CNRS 3104, Hub de l\u2019Energie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210107589"]},{"raw_affiliation_string":"Laboratoire de Reactivit\u00e9 et Chimie des Solides (LRCS), UMR CNRS 7314, Universit\u00e9 de Picardie Jules Verne, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4647051"]},{"raw_affiliation_string":"ALISTORE-ERI - Advanced Lithium Energy Storage Systems - ALISTORE-ERI (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I4210107589"]},{"raw_affiliation_string":"LRCS - Laboratoire r\u00e9activit\u00e9 et chimie des solides - UMR CNRS 7314 UPJV (Universit\u00e9 de Picardie Jules Verne - 33 Rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024175639","display_name":"Chaoyue Liu","orcid":"https://orcid.org/0000-0002-0301-1683","observed_orcids":["https://orcid.org/0000-0002-0301-1683"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210086955","display_name":"R\u00e9seau sur le Stockage Electrochimique de l'\u00e9nergie","ror":"https://ror.org/00190j002","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210086955"]},{"id":"https://openalex.org/I4210119088","display_name":"Laboratoire de R\u00e9activit\u00e9 et Chimie des Solides","ror":"https://ror.org/02m9cs548","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4210128300","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chaoyue Liu","raw_affiliation_strings":["Laboratoire de Reactivit\u00e9 et Chimie des Solides (LRCS), UMR CNRS 7314, Universit\u00e9 de Picardie Jules Verne, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","R\u00e9seau sur le Stockage Electrochimique de \u013aEnergie (RS2E), FR CNRS 3459, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","LRCS - Laboratoire r\u00e9activit\u00e9 et chimie des solides - UMR CNRS 7314 UPJV (Universit\u00e9 de Picardie Jules Verne - 33 Rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Reactivit\u00e9 et Chimie des Solides (LRCS), UMR CNRS 7314, Universit\u00e9 de Picardie Jules Verne, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4647051"]},{"raw_affiliation_string":"R\u00e9seau sur le Stockage Electrochimique de \u013aEnergie (RS2E), FR CNRS 3459, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210086955"]},{"raw_affiliation_string":"LRCS - Laboratoire r\u00e9activit\u00e9 et chimie des solides - UMR CNRS 7314 UPJV (Universit\u00e9 de Picardie Jules Verne - 33 Rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023731410","display_name":"Vishank Kumar","orcid":"https://orcid.org/0000-0001-8869-3312","observed_orcids":["https://orcid.org/0000-0001-8869-3312"]},"institutions":[{"id":"https://openalex.org/I119561980","display_name":"Umicore (Belgium)","ror":"https://ror.org/00zwdnt53","country_code":"BE","type":"company","lineage":["https://openalex.org/I119561980"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Vishank Kumar","raw_affiliation_strings":["Umicore, Corporate Research & Development, Watertorenstraat 33, Olen 2250, Belgium","Corporate R&D-Umicore Olen [BELGIUM] (Watertorenstraat 33 2250 Olen - Belgium)"],"raw_orcid":"https://orcid.org/0000-0001-8869-3312","affiliations":[{"raw_affiliation_string":"Umicore, Corporate Research & Development, Watertorenstraat 33, Olen 2250, Belgium","institution_ids":["https://openalex.org/I119561980"]},{"raw_affiliation_string":"Corporate R&D-Umicore Olen [BELGIUM] (Watertorenstraat 33 2250 Olen - Belgium)","institution_ids":["https://openalex.org/I119561980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024933631","display_name":"Elixabete Ayerbe","orcid":"https://orcid.org/0000-0003-4092-2088","observed_orcids":["https://orcid.org/0000-0003-4092-2088"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210107589","display_name":"Alistore","ror":"https://ror.org/01wy0hc37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210107589","https://openalex.org/I4210119088","https://openalex.org/I4210128300","https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elixabete Ayerbe","raw_affiliation_strings":["ALISTORE-European Research Institute, FR CNRS 3104, Hub de l\u2019Energie, 15 rue Baudelocque, Amiens Cedex 80039, France","ALISTORE-ERI - Advanced Lithium Energy Storage Systems - ALISTORE-ERI (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","BRTA - Basque Research and Technology Alliance (Paseo Miram\u00f3n 196, Donostia-San Sebasti\u00e1n 20014 - Spain)"],"raw_orcid":"https://orcid.org/0000-0003-4092-2088","affiliations":[{"raw_affiliation_string":"ALISTORE-European Research Institute, FR CNRS 3104, Hub de l\u2019Energie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210107589"]},{"raw_affiliation_string":"ALISTORE-ERI - Advanced Lithium Energy Storage Systems - ALISTORE-ERI (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I4210107589"]},{"raw_affiliation_string":"BRTA - Basque Research and Technology Alliance (Paseo Miram\u00f3n 196, Donostia-San Sebasti\u00e1n 20014 - Spain)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080027604","display_name":"Alejandro A. Franco","orcid":"https://orcid.org/0000-0001-7362-7849","observed_orcids":["https://orcid.org/0000-0001-7362-7849","https://orcid.org/0000-0002-3987-3314"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I4210086955","display_name":"R\u00e9seau sur le Stockage Electrochimique de l'\u00e9nergie","ror":"https://ror.org/00190j002","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210086955"]},{"id":"https://openalex.org/I4210107589","display_name":"Alistore","ror":"https://ror.org/01wy0hc37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210107589","https://openalex.org/I4210119088","https://openalex.org/I4210128300","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4210119088","display_name":"Laboratoire de R\u00e9activit\u00e9 et Chimie des Solides","ror":"https://ror.org/02m9cs548","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4210128300","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Alejandro A. Franco","raw_affiliation_strings":["ALISTORE-European Research Institute, FR CNRS 3104, Hub de l\u2019Energie, 15 rue Baudelocque, Amiens Cedex 80039, France","Institut Universitaire de, France, 103 Boulevard Saint Michel, Paris 75005, France","Laboratoire de Reactivit\u00e9 et Chimie des Solides (LRCS), UMR CNRS 7314, Universit\u00e9 de Picardie Jules Verne, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","R\u00e9seau sur le Stockage Electrochimique de \u013aEnergie (RS2E), FR CNRS 3459, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","ALISTORE-ERI - Advanced Lithium Energy Storage Systems - ALISTORE-ERI (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","LRCS - Laboratoire r\u00e9activit\u00e9 et chimie des solides - UMR CNRS 7314 UPJV (Universit\u00e9 de Picardie Jules Verne - 33 Rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","RS2E - R\u00e9seau sur le stockage \u00e9lectrochimique de l'\u00e9nergie (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)"],"raw_orcid":"https://orcid.org/0000-0001-7362-7849","affiliations":[{"raw_affiliation_string":"ALISTORE-European Research Institute, FR CNRS 3104, Hub de l\u2019Energie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210107589"]},{"raw_affiliation_string":"Institut Universitaire de, France, 103 Boulevard Saint Michel, Paris 75005, France","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"Laboratoire de Reactivit\u00e9 et Chimie des Solides (LRCS), UMR CNRS 7314, Universit\u00e9 de Picardie Jules Verne, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4647051"]},{"raw_affiliation_string":"R\u00e9seau sur le Stockage Electrochimique de \u013aEnergie (RS2E), FR CNRS 3459, Hub de \u013aEnergie, 15 rue Baudelocque, Amiens Cedex 80039, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210086955"]},{"raw_affiliation_string":"ALISTORE-ERI - Advanced Lithium Energy Storage Systems - ALISTORE-ERI (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I4210107589"]},{"raw_affiliation_string":"IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"LRCS - Laboratoire r\u00e9activit\u00e9 et chimie des solides - UMR CNRS 7314 UPJV (Universit\u00e9 de Picardie Jules Verne - 33 Rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119088","https://openalex.org/I4647051"]},{"raw_affiliation_string":"RS2E - R\u00e9seau sur le stockage \u00e9lectrochimique de l'\u00e9nergie (33 rue Saint-Leu - 80039 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I4210086955"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5080027604"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I185839726","https://openalex.org/I4210086955","https://openalex.org/I4210107589","https://openalex.org/I4210119088","https://openalex.org/I4647051"],"apc_list":{"value":4110,"currency":"USD","value_usd":4110},"apc_paid":{"value":4110,"currency":"USD","value_usd":4110},"fwci":2.9219,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.92217786,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"590","issue":null,"first_page":"233674","last_page":"233674"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10018","display_name":"Advancements in Battery Materials","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10018","display_name":"Advancements in Battery Materials","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.01889999955892563,"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/T10663","display_name":"Battery Modeling and Management","score":0.014000000432133675,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lithium-ion-batteries","display_name":"lithium-ion batteries","score":0.878000020980835},{"id":"https://openalex.org/keywords/electrode-fabrication","display_name":"electrode fabrication","score":0.7200000286102295},{"id":"https://openalex.org/keywords/machine-learning-optimization","display_name":"machine learning optimization","score":0.6729999780654907},{"id":"https://openalex.org/keywords/bi-objective-optimization","display_name":"bi-objective optimization","score":0.9350000023841858},{"id":"https://openalex.org/keywords/inverse-design","display_name":"inverse design","score":0.6759999990463257},{"id":"https://openalex.org/keywords/electrochemical-performance","display_name":"electrochemical performance","score":0.6010000109672546},{"id":"https://openalex.org/keywords/electrode-microstructure","display_name":"electrode microstructure","score":0.8069999814033508},{"id":"https://openalex.org/keywords/electrochemical-modeling","display_name":"electrochemical modeling","score":0.7170000076293945},{"id":"https://openalex.org/keywords/manufacturing-simulation","display_name":"manufacturing simulation","score":0.7210000157356262},{"id":"https://openalex.org/keywords/active-material-loading","display_name":"active material loading","score":0.7210000157356262},{"id":"https://openalex.org/keywords/solid-content","display_name":"solid content","score":0.8619999885559082},{"id":"https://openalex.org/keywords/calendering","display_name":"calendering","score":0.8579999804496765},{"id":"https://openalex.org/keywords/electric-vehicles","display_name":"electric vehicles","score":0.753000020980835}],"concepts":[{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.6435601115226746},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5820508003234863},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5554170608520508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5234983563423157},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.48586246371269226},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4651900827884674},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4535955786705017},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44042226672172546},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3761850595474243},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3661699891090393},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16229355335235596},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08174118399620056},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.jpowsour.2023.233674","doi":"https://doi.org/10.1016/j.jpowsour.2023.233674","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jpowsour.2023.233674","pdf_url":null,"source":{"id":"https://openalex.org/S177147899","display_name":"Journal of Power Sources","issn_l":"0378-7753","issn":["0378-7753","1873-2755"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Power Sources","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04359946v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04359946","pdf_url":"http://arxiv.org/pdf/2307.05521","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Power Sources, 2024, 590, pp.233674. ⟨10.1016/j.jpowsour.2023.233674⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:2307.05521","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2307.05521","pdf_url":"https://arxiv.org/pdf/2307.05521","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2307.05521","doi":"https://doi.org/10.48550/arxiv.2307.05521","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2307.05521","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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"}],"best_oa_location":{"id":"doi:10.1016/j.jpowsour.2023.233674","doi":"https://doi.org/10.1016/j.jpowsour.2023.233674","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jpowsour.2023.233674","pdf_url":null,"source":{"id":"https://openalex.org/S177147899","display_name":"Journal of Power Sources","issn_l":"0378-7753","issn":["0378-7753","1873-2755"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Power Sources","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9853000044822693,"id":"https://metadata.un.org/sdg/7"},{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1479749015","display_name":"Advanced and Reusable Theory for the In Silico-optimization of composite electrode fabrication processes for rechargeable battery Technologies with Innovative Chemistries","funder_award_id":"772873","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G2508777546","display_name":null,"funder_award_id":"772873","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322893","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388320505.pdf","grobid_xml":"https://content.openalex.org/works/W4388320505.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1879130152","https://openalex.org/W1994783142","https://openalex.org/W2006096615","https://openalex.org/W2012044503","https://openalex.org/W2016096535","https://openalex.org/W2024898616","https://openalex.org/W2045293316","https://openalex.org/W2099685220","https://openalex.org/W2107699930","https://openalex.org/W2115870554","https://openalex.org/W2129521024","https://openalex.org/W2160248236","https://openalex.org/W2161820804","https://openalex.org/W2223057163","https://openalex.org/W2491409348","https://openalex.org/W2538920246","https://openalex.org/W2545804724","https://openalex.org/W2625023256","https://openalex.org/W2742075475","https://openalex.org/W2753749122","https://openalex.org/W2804446681","https://openalex.org/W2895951708","https://openalex.org/W2908182767","https://openalex.org/W2938499023","https://openalex.org/W2945960009","https://openalex.org/W2963110737","https://openalex.org/W2983811903","https://openalex.org/W3009806792","https://openalex.org/W3016002286","https://openalex.org/W3021846208","https://openalex.org/W3022355091","https://openalex.org/W3024061294","https://openalex.org/W3028938632","https://openalex.org/W3040690386","https://openalex.org/W3095574369","https://openalex.org/W3098219899","https://openalex.org/W3116699980","https://openalex.org/W3122211359","https://openalex.org/W3126452185","https://openalex.org/W3135341369","https://openalex.org/W3136006134","https://openalex.org/W3139549362","https://openalex.org/W3164463435","https://openalex.org/W3195406770","https://openalex.org/W3201245296","https://openalex.org/W3211251066","https://openalex.org/W4200367498","https://openalex.org/W4205365019","https://openalex.org/W4223612401","https://openalex.org/W4281570656","https://openalex.org/W4281695775","https://openalex.org/W4282933326","https://openalex.org/W4285647942","https://openalex.org/W4286488913","https://openalex.org/W4297686154","https://openalex.org/W4309306772","https://openalex.org/W4313368259","https://openalex.org/W4320538338","https://openalex.org/W4361199929","https://openalex.org/W4385317520","https://openalex.org/W6674998953","https://openalex.org/W6930339331"],"related_works":["https://openalex.org/W4313368259","https://openalex.org/W3203388540","https://openalex.org/W3183220771","https://openalex.org/W4239644222","https://openalex.org/W3169972944","https://openalex.org/W3095574369","https://openalex.org/W4386854456","https://openalex.org/W4385875935","https://openalex.org/W4386866625","https://openalex.org/W4414217149"],"abstract_inverted_index":{"The":[0],"optimization":[1,79,116],"of":[2,13,36,58,80,90,117,178,185],"the":[3,11,33,37,40,56,81,87,91,115,118,135,139,150,154,189,196],"electrode":[4,119,136,140],"manufacturing":[5,24,144],"process":[6,92],"is":[7,25,106,132],"important":[8,26],"for":[9,19,61,77,99,121],"upscaling":[10],"application":[12],"Lithium-Ion":[14],"Batteries":[15],"(LIBs)":[16],"to":[17,27,94,96,109,148,159,164,168,194],"cater":[18],"growing":[20],"energy":[21,100],"demand.":[22],"LIB":[23],"be":[28],"optimized":[29],"because":[30],"it":[31],"determines":[32],"practical":[34],"performance":[35],"cells":[38],"when":[39],"latter":[41],"are":[42],"being":[43],"used":[44,147,158],"in":[45,188],"applications":[46,64],"such":[47],"as":[48],"electric":[49],"vehicles.":[50],"In":[51],"this":[52],"study,":[53],"we":[54],"tackled":[55],"issue":[57],"high-performance":[59],"electrodes":[60,98],"desired":[62],"battery":[63],"by":[65,71,143],"proposing":[66],"a":[67,72,161,175],"data-driven":[68],"approach":[69],"supported":[70],"deterministic":[73,162],"machine":[74],"learning-assisted":[75],"pipeline":[76,85],"bi-objective":[78],"electrochemical":[82,130,151],"performances.":[83,152],"This":[84,104],"allows":[86],"inverse":[88],"design":[89],"parameters":[93],"adopt":[95],"manufacture":[97],"or":[101],"power":[102],"applications.":[103],"work":[105,112],"an":[107],"analogy":[108],"our":[110],"previous":[111],"that":[113],"addressed":[114],"microstructures":[120,141],"kinetic,":[122],"ionic,":[123],"and":[124,146,191],"electronic":[125],"transport":[126],"properties":[127,137],"improvement.":[128],"An":[129],"model":[131,163],"fed":[133],"with":[134,182],"characterizing":[138],"generated":[142],"simulations,":[145],"simulate":[149],"Secondly,":[153],"resulting":[155],"dataset":[156],"was":[157],"train":[160],"implement":[165],"fast":[166],"optimizations":[167],"identify":[169],"optimal":[170,197],"electrodes.":[171,198],"Our":[172],"results":[173],"suggested":[174],"high":[176],"amount":[177],"active":[179],"material,":[180],"combined":[181],"intermediate":[183],"values":[184],"solid":[186],"content":[187],"slurry":[190],"calendering":[192],"degree,":[193],"achieve":[195]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2023-11-04T00:00:00"}