Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling

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Location: Deutsche Nationalbibliothek Frankfurt am Main

ISSN: 2041-1723

Extent: Online-Ressource

Language: Englisch

Notes: online resource.

Bibliographic citation: Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling ; volume:13 ; number:1 ; day:27 ; month:9 ; year:2022 ; pages:1-9 ; date:12.2022
Nature Communications ; 13, Heft 1 (27.9.2022), 1-9, 12.2022

Classification: Elektrotechnik, Elektronik

Creator: Dave, Adarsh
Mitchell, Jared
Burke, Sven
Lin, Hongyi
Whitacre, Jay
Viswanathan, Venkatasubramanian

Contributor: SpringerLink (Online service)

DOI: 10.1038/s41467-022-32938-1

URN: urn:nbn:de:101:1-2022120309494100298054

Rights: Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 15.08.2025, 7:35 AM CEST

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Dave, Adarsh
Mitchell, Jared
Burke, Sven
Lin, Hongyi
Whitacre, Jay
Viswanathan, Venkatasubramanian
SpringerLink (Online service)

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Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling

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Other Objects (12)

Structure and dynamics in the lithium solvation shell of nonaqueous electrolytes

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Development of Safe and Sustainable Dual‐Ion Batteries Through Hybrid Aqueous/Nonaqueous Electrolytes

Nonaqueous chemistry

Ionic mobility and interactions in blended non-aqueous aprotic electrolytes for lithium ion batteries

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Interaction of high flash point electrolytes and PE-based separators for li-ion batteries

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Interface effects in solid electrolytes for Li-ion batteries

A Review of Nonaqueous Electrolytes, Binders, and Separators for Lithium-Ion Batteries

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Nonaqueous chemistry

Ionic mobility and interactions in blended non-aqueous aprotic electrolytes for lithium ion batteries

XPERSIF: a software integration framework & architecture for robotic learning by experimentation

Competitive Li + Coordination in Ionogel Electrolytes for Enhanced Li‐Ion Transport Kinetics

Interaction of high flash point electrolytes and PE-based separators for li-ion batteries

Highly conformal electrodeposition of copolymer electrolytes into titania nanotubes for 3D Li-ion batteries

Ions Dynamics and Diffusion in Self‐Healing Chemical Gel Electrolytes for Li‐ion Batteries

Structure and dynamics in the lithium solvation shell of nonaqueous electrolytes

Designing Nonflammable Liquid Electrolytes for Safe Li‐Ion Batteries

Interface effects in solid electrolytes for Li-ion batteries

A Review of Nonaqueous Electrolytes, Binders, and Separators for Lithium-Ion Batteries

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