Current-Voltage Relations for Electrochemical Thin Films. - Martin Z. Bazant; Kevin T. Chu; B. J. Bayly (SIAM J. Appl. Math., 2005)

Electrochemical Thin Films at and above the Classical Limiting Current. - Kevin T. Chu; Martin Z. Bazant (SIAM J. Appl. Math., 2005)

Phase Separation Dynamics in Isotropic Ion-Intercalation Particles. - Yi Zeng; Martin Z. Bazant (SIAM J. Appl. Math., 2014)

Homogenization of the Poisson-Nernst-Planck equations for Ion Transport in Charged Porous Media. - Markus Schmuck; Martin Z. Bazant (SIAM J. Appl. Math., 2015)

A Physics-Guided Neural Network Framework for Elastic Plates: Comparison of Governing Equations-Based and Energy-Based Approaches. - Wei Li; Martin Z. Bazant; Juner Zhu (CoRR, 2020)

Image inversion and uncertainty quantification for constitutive laws of pattern formation. - Hongbo Zhao 003; Richard D. Braatz; Martin Z. Bazant (J. Comput. Phys., 2021)

Fast Charging of Lithium-ion Batteries by Mathematical Reformulation as Mixed Continuous-Discrete Simulation. - Marc D. Berliner; Benben Jiang; Daniel A. Cogswell; Martin Z. Bazant; Richard D. Braatz (ACC, 2022)

Phase-Field DeepONet: Physics-informed deep operator neural network for fast simulations of pattern formation governed by gradient flows of free-energy functionals. - Wei Li; Martin Z. Bazant; Juner Zhu (CoRR, 2023)

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)

Lithium-Ion Battery System Health Monitoring and Fault Analysis from Field Data Using Gaussian Processes. - Joachim Schaeffer; Eric Lenz; Duncan Gulla; Martin Z. Bazant; Richard D. Braatz; Rolf Findeisen (CoRR, 2024)

Mechanistic Modeling of Lipid Nanoparticle Formation for the Delivery of Nucleic Acid Therapeutics. - Pavan K. Inguva; Saikat Mukherjee; Pierre J. Walker; Mona A. Kanso; Jie Wang; Yanchen Wu; Vico Tenberg; Srimanta Santra; Shalini Singh; Shin Hyuk Kim; Bernhardt L. Trout; Martin Z. Bazant; et al. (CoRR, 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 (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)

Lithium-Ion Battery Field Data: 28 LFP battery systems with 8 cells in series, up to 5 years of operation. - Joachim Schaeffer; Eric Lenz; Duncan Gulla; Martin Z. Bazant; Richard D. Braatz; Rolf Findeisen (Zenodo, 2024)

Mechanics Informatics: A paradigm for efficiently learning constitutive models. - Royal C. Ihuaenyi; Wei Li; Martin Z. Bazant; Juner Zhu (CoRR, 2025)

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)

Accelerating and enhancing thermodynamic simulations of electrochemical interfaces. - Xiaochen Du; Mengren Liu; Jiayu Peng; Hoje Chun; Alexander Hoffman; Bilge Yildiz; Lin Li; Martin Z. Bazant; Rafael Gómez-Bombarelli (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)