Supervised Machine Learning‐Based Classification of Li−S Battery Electrolytes

Autor: Steffen Jeschke, Patrik Johansson

Publikováno v: Batteries and Supercaps vol.In Press(2021)

Machine learning (ML) approaches have the potential to create a paradigm shift in science, especially for multi-variable problems at different levels. Modern battery R&D is an area intrinsically dependent on proper understanding of many different mol

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f8af06de12a216e36c1556df542c90a1
https://doi.org/10.1002/batt.202100031

3D-QSAR for binding constants of β-cyclodextrin host-guest complexes by utilising spectrophores as molecular descriptors

Autor: Ivan S. Cole, Steffen Jeschke

Publikováno v: Chemosphere. 225:135-138

The increasing use of cyclodextrins (CDs) as host-molecules for host-guest complexes and their remediation application in environmental science requires to establish easily accessible models of "quantitative structure-activity relationships" (QSARs)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::38826e799721707b9ee40ea6fef13294
https://doi.org/10.1016/j.chemosphere.2019.03.020

Charge storage mechanism of α-MnO 2 in protic and aprotic ionic liquid electrolytes

Autor: Muhammad E. Abdelhamid, Thierry Brousse, Aleksandar Matic, J. Le Bideau, Piotr Jankowski, Steffen Jeschke, Simon Lindberg, Patrik Johansson

Publikováno v: Journal of Power Sources
Journal of Power Sources, 2020, 460, pp.228111. ⟨10.1016/j.jpowsour.2020.228111⟩
Journal of Power Sources, Elsevier, 2020, 460, pp.228111. ⟨10.1016/j.jpowsour.2020.228111⟩
Lindberg, S, Jeschke, S, Jankowski, P, Abdelhamid, M, Brousse, T, Le Bideau, J, Johansson, P & Matic, A 2020, ' Charge storage mechanism of α-MnO 2 in protic and aprotic ionic liquid electrolytes ', Journal of Power Sources, vol. 460, 228111 . https://doi.org/10.1016/j.jpowsour.2020.228111

In this work we have investigated the charge storage mechanism of MnO2 electrodes in ionic liquid electrolytes. We show that by using an ionic liquid with a cation that has the ability to form hydrogen bonds with the active material (MnO2) on the sur

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ed6e1790353c21dc2ffd5e264ac1b464
https://hal.science/hal-02586200/document

Graphitic microstructure and performance of carbon fibre Li-ion structural battery electrodes

Autor: Johan Hagberg, Masoud Rashidi, Leif Asp, Dan Zenkert, Giulia Fredi, Athmane Boulaoued, Fang Liu, Patrik Johansson, Göran Lindbergh, Ross Harnden, Steffen Jeschke, Lorenzo Stievano, Joachim Wallenstein

Publikováno v: Multifunctional Materials
Multifunctional Materials, 2018, 1 (1), pp.015003. ⟨10.1088/2399-7532/aab707⟩
Multifunctional Materials, IOP Science, 2018, 1 (1), pp.015003. ⟨10.1088/2399-7532/aab707⟩
Multifunctional Materials vol.1(2018)

International audience; Carbon fibres (CFs), originally made for use in structural composites, have also been demonstrated as high capacity Li-ion battery negative electrodes. Consequently, CFs can be used as structural electrodes; simultaneously car

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f696f7e73a84736096321987ca092e09
https://hal.science/hal-01865137

Highly-fluorous pyrazolide-based lithium salt in PVDF-HFP as solid polymer electrolyte

Autor: Mariano Grünebaum, Hans-Dieter Wiemhöfer, Eva Cznotka, Steffen Jeschke

Publikováno v: Solid State Ionics. 292:45-51

For the first time, the concept of fluorophilicity f(i) is adapted to the development of a novel solid polymer electrolyte (SPE) by computationally evaluating a new class of lithium salts, the perfluoroalkylated pyrazolides. An SPE consisting solely

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d7f7fb147d903bbf9b6c15f70e698c65
https://doi.org/10.1016/j.ssi.2016.05.007