001019516 001__ 1019516
001019516 005__ 20240712113122.0
001019516 0247_ $$2doi$$a10.1002/cmtd.202200008
001019516 0247_ $$2datacite_doi$$a10.34734/FZJ-2023-05463
001019516 0247_ $$2WOS$$aWOS:001054525700004
001019516 037__ $$aFZJ-2023-05463
001019516 082__ $$a540
001019516 1001_ $$0P:(DE-HGF)0$$aNarayanan Krishnamoorthy, Anand$$b0
001019516 245__ $$aData‐Driven Analysis of High‐Throughput Experiments on Liquid Battery Electrolyte Formulations: Unraveling the Impact of Composition on Conductivity**
001019516 260__ $$aWeinheim (Germany)$$bWiley-VCH$$c2022
001019516 3367_ $$2DRIVER$$aarticle
001019516 3367_ $$2DataCite$$aOutput Types/Journal article
001019516 3367_ $$0PUB:(DE-HGF)16$$2PUB:(DE-HGF)$$aJournal Article$$bjournal$$mjournal$$s1705056360_25526
001019516 3367_ $$2BibTeX$$aARTICLE
001019516 3367_ $$2ORCID$$aJOURNAL_ARTICLE
001019516 3367_ $$00$$2EndNote$$aJournal Article
001019516 520__ $$aA specially designed high-throughput experimentation facility,used for the highly effective exploration of electrolyte formulationsin composition space for diverse battery chemistries andtargeted applications, is presented. It follows a high-throughputformulation-characterization-optimization chain based on a setof previously established electrolyte-related requirements. Here,the facility is used to acquire large dataset of ionic conductivitiesof non-aqueous battery electrolytes in the conducting saltsolvent/co-solvent-additive composition space. The measuredtemperature dependence is mapped on three generalizedArrhenius parameters, including deviations from simple activateddynamics. This reduced dataset is thereafter analyzed bya scalable data-driven workflow, based on linear and Gaussianprocess regression, providing detailed information about thecompositional dependence of the conductivity. Completeinsensitivity to the addition of electrolyte additives for otherwiseconstant molar composition is observed. Quantitativedependencies, for example, on the temperature-dependentconducting salt content for optimum conductivity are providedand discussed in light of physical properties such as viscosityand ion association effects.
001019516 536__ $$0G:(DE-HGF)POF4-1222$$a1222 - Components and Cells (POF4-122)$$cPOF4-122$$fPOF IV$$x0
001019516 536__ $$0G:(EU-Grant)957189$$aBIG-MAP - Battery Interface Genome - Materials Acceleration Platform (957189)$$c957189$$fH2020-LC-BAT-2020-3$$x1
001019516 588__ $$aDataset connected to CrossRef, Journals: juser.fz-juelich.de
001019516 7001_ $$0P:(DE-Juel1)176954$$aWölke, Christian$$b1$$ufzj
001019516 7001_ $$0P:(DE-Juel1)169877$$aDiddens, Diddo$$b2$$ufzj
001019516 7001_ $$0P:(DE-HGF)0$$aMaiti, Moumita$$b3
001019516 7001_ $$0P:(DE-Juel1)187475$$aMabrouk, Youssef$$b4$$ufzj
001019516 7001_ $$0P:(DE-Juel1)186842$$aYan, Peng$$b5$$ufzj
001019516 7001_ $$0P:(DE-Juel1)166392$$aGrünebaum, Mariano$$b6$$ufzj
001019516 7001_ $$0P:(DE-Juel1)166130$$aWinter, Martin$$b7$$ufzj
001019516 7001_ $$0P:(DE-Juel1)176646$$aHeuer, Andreas$$b8$$ufzj
001019516 7001_ $$0P:(DE-Juel1)171204$$aCekic-Laskovic, Isidora$$b9$$eCorresponding author
001019516 773__ $$0PERI:(DE-600)2972304-8$$a10.1002/cmtd.202200008$$gVol. 2, no. 9, p. e202200008$$n9$$pe202200008$$tChemistry methods$$v2$$x2628-9725$$y2022
001019516 8564_ $$uhttps://juser.fz-juelich.de/record/1019516/files/Chemistry%20Methods%20-%202022%20-%20Narayanan%20Krishnamoorthy%20-%20Data%E2%80%90Driven%20Analysis%20of%20High%E2%80%90Throughput%20Experiments%20on%20Liquid%20Battery.pdf$$yOpenAccess
001019516 8564_ $$uhttps://juser.fz-juelich.de/record/1019516/files/Manuscript%20CM.docx$$yOpenAccess
001019516 8564_ $$uhttps://juser.fz-juelich.de/record/1019516/files/Chemistry%20Methods%20-%202022%20-%20Narayanan%20Krishnamoorthy%20-%20Data%E2%80%90Driven%20Analysis%20of%20High%E2%80%90Throughput%20Experiments%20on%20Liquid%20Battery.gif?subformat=icon$$xicon$$yOpenAccess
001019516 8564_ $$uhttps://juser.fz-juelich.de/record/1019516/files/Chemistry%20Methods%20-%202022%20-%20Narayanan%20Krishnamoorthy%20-%20Data%E2%80%90Driven%20Analysis%20of%20High%E2%80%90Throughput%20Experiments%20on%20Liquid%20Battery.jpg?subformat=icon-1440$$xicon-1440$$yOpenAccess
001019516 8564_ $$uhttps://juser.fz-juelich.de/record/1019516/files/Chemistry%20Methods%20-%202022%20-%20Narayanan%20Krishnamoorthy%20-%20Data%E2%80%90Driven%20Analysis%20of%20High%E2%80%90Throughput%20Experiments%20on%20Liquid%20Battery.jpg?subformat=icon-180$$xicon-180$$yOpenAccess
001019516 8564_ $$uhttps://juser.fz-juelich.de/record/1019516/files/Chemistry%20Methods%20-%202022%20-%20Narayanan%20Krishnamoorthy%20-%20Data%E2%80%90Driven%20Analysis%20of%20High%E2%80%90Throughput%20Experiments%20on%20Liquid%20Battery.jpg?subformat=icon-640$$xicon-640$$yOpenAccess
001019516 909CO $$ooai:juser.fz-juelich.de:1019516$$pdnbdelivery$$pec_fundedresources$$pVDB$$pdriver$$popen_access$$popenaire
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)176954$$aForschungszentrum Jülich$$b1$$kFZJ
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)169877$$aForschungszentrum Jülich$$b2$$kFZJ
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)187475$$aForschungszentrum Jülich$$b4$$kFZJ
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)186842$$aForschungszentrum Jülich$$b5$$kFZJ
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)166392$$aForschungszentrum Jülich$$b6$$kFZJ
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)166130$$aForschungszentrum Jülich$$b7$$kFZJ
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)176646$$aForschungszentrum Jülich$$b8$$kFZJ
001019516 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)171204$$aForschungszentrum Jülich$$b9$$kFZJ
001019516 9131_ $$0G:(DE-HGF)POF4-122$$1G:(DE-HGF)POF4-120$$2G:(DE-HGF)POF4-100$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$9G:(DE-HGF)POF4-1222$$aDE-HGF$$bForschungsbereich Energie$$lMaterialien und Technologien für die Energiewende (MTET)$$vElektrochemische Energiespeicherung$$x0
001019516 9141_ $$y2023
001019516 915__ $$0StatID:(DE-HGF)0510$$2StatID$$aOpenAccess
001019516 915__ $$0LIC:(DE-HGF)CCBYNC4$$2HGFVOC$$aCreative Commons Attribution-NonCommercial CC BY-NC 4.0
001019516 920__ $$lyes
001019516 9201_ $$0I:(DE-Juel1)IEK-12-20141217$$kIEK-12$$lHelmholtz-Institut Münster Ionenleiter für Energiespeicher$$x0
001019516 9801_ $$aFullTexts
001019516 980__ $$ajournal
001019516 980__ $$aVDB
001019516 980__ $$aUNRESTRICTED
001019516 980__ $$aI:(DE-Juel1)IEK-12-20141217
001019516 981__ $$aI:(DE-Juel1)IMD-4-20141217