Best arm identification in multi-armed bandits with delayed feedback. - Aditya Grover; Todor M. Markov; Peter M. Attia; Norman Jin; Nicolas Perkins; Bryan Cheong; Michael H. Chen; Zi Yang; Stephen J. Harris; William C. Chueh; Stefano Ermon (AISTATS, 2018)

Closed-loop optimization of fast-charging protocols for batteries with machine learning. - Peter M. Attia; Aditya Grover; Norman Jin; Kristen A. Severson; Todor M. Markov; Yang-Hung Liao; Michael H. Chen; Bryan Cheong; Nicholas Perkins; Zi Yang; Patrick K. Herring; Muratahan Aykol; et al. (Nat., 2020)

Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel. - Hongbo Zhao 003; Haitao Dean Deng; Alexander E. Cohen; Jongwoo Lim; Yiyang Li; Dimitrios Fraggedakis; Benben Jiang; Brian D. Storey; William C. Chueh; Richard D. Braatz; Martin Z. Bazant (Nat., 2023)

Systematic Feature Design for Cycle Life Prediction of Lithium-Ion Batteries During Formation. - Jinwook Rhyu; Joachim Schaeffer; Michael L. Li; Xiao Cui; William C. Chueh; Martin Z. Bazant; Richard D. Braatz (CoRR, 2024)

Interpretation of high-dimensional linear regression: Effects of nullspace and regularization demonstrated on battery data. - Joachim Schaeffer; Eric Lenz; William C. Chueh; Martin Z. Bazant; Rolf Findeisen; Richard D. Braatz (Comput. Chem. Eng., 2024)

Systematic Feature Design for Cycle Life Prediction of Lithium-Ion Batteries During Formation. - Jinwook Rhyu; Joachim Schaeffer; Michael L. Li; Xiao Cui; William C. Chueh; Martin Z. Bazant; Richard D. Braatz (Zenodo, 2025)

Diagnostic-free onboard battery health assessment. - Yunhong Che; Vivek N. Lam; Jinwook Rhyu; Joachim Schaeffer; Minsu Kim; Martin Z. Bazant; William C. Chueh; Richard D. Braatz (CoRR, 2025)

Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles. - Marc D. Berliner; Minsu Kim; Xiao Cui; Vivek N. Lam; Patrick A. Asinger; Martin Z. Bazant; William C. Chueh; Richard D. Braatz (CoRR, 2025)