Interface VOL. 34, NO. 2, Summer 2025

VOL. 34, NO. 2, Summer 2025

AI4Batteries 10—Meet the New ECS Officers 14—2025 Fink and Summer Fellows 24—Reports from the Frontier

35—Searching for Ideal Electrolytes in the Molecular Universe 55—Time-Series Approaches to Battery Cycling Data: Traditional and Emerging AI Methods

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Interface VOL. 34, NO. 2, Summer 2025

Published on Jun 27, 2025

The Electrochemical Society

AI4Batteries Editors’ Note: The Rise of AI and its Role in Revolutionizing Battery Technology by Kang Xu, Y. Shirley Meng, Venkatasubramanian Viswanathan, William C. Chueh, and Qichao Hu Searching for Ideal Electrolytes in the Molecular Universe by Daniel Hannah, Yumin Zhang, Xinyu Li, Dengpan Dong, Joah Han, Gyuleen Park, Hong Gan, Bin Liu, Kai Liu, Qichao Hu, and Kang Xu Artificial Intelligence for Electrolyte Design: Going Beyond the Molecular Paradigm by Austin D. Sendek and Venkatasubramanian Viswanathan Agentic Assistant for Materials Scientists by Ruozhu Feng, Yangang Liang, Tianzhixi Yin, Peiyuan Gao, and Wei Wang Evaluating and Interpreting the Predictive Power of Features in Battery Lifetime Prediction by Xiao Cui, Shijing Sun, and William C. Chueh Time-Series Approaches to Battery Cycling Data: Traditional and Emerging AI Methods by Weijie Mai and Shaoxiong Hu

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Interface VOL. 34, NO. 2, Summer 2025 by The Electrochemical Society - Issuu