Machine Learning

One-Shot Active Learning for Globally Optimal Battery Electrolyte Conductivity
Conductivity optimization for battery electrolytes is a cumbersome task, especially at different temperatures. Herein optimally high conducting electrolytes for any temperature are discovered through combined high-throughput experimentation and machine learning.
Dr.-Ing. Fuzhan Rahmanian, Monika Vogler, Christian Wölke, Peng Yan, Martin Winter, Isidora Cekic-Laskovic, Helge S Stein
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One-Shot Active Learning for Globally Optimal Battery Electrolyte Conductivity