Martin Z. Bazant

19 papers C 1Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Accelerating and enhancing thermodynamic simulations of electrochemical interfaces. CoRR Xiaochen Du, Mengren Liu, Jiayu Peng, Hoje Chun, Alexander Hoffman, Bilge Yildiz, Lin Li, Martin Z. Bazant, Rafael Gómez-Bombarelli
2025	J	`jnl`	Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles. CoRR Marc D. Berliner, Minsu Kim, Xiao Cui, Vivek N. Lam, Patrick A. Asinger, Martin Z. Bazant, William C. Chueh, Richard D. Braatz
2025	J	`jnl`	Deep learning denoising unlocks quantitative insights in operando materials microscopy. CoRR Samuel Degnan-Morgenstern, Alexander E. Cohen, Rajeev Gopal, Megan Gober, George J. Nelson, Peng Bai, Martin Z. Bazant
2025	J	`jnl`	Diagnostic-free onboard battery health assessment. CoRR Yunhong Che, Vivek N. Lam, Jinwook Rhyu, Joachim Schaeffer, Minsu Kim, Martin Z. Bazant, William C. Chueh, Richard D. Braatz
2025	J	`jnl`	Mechanics Informatics: A paradigm for efficiently learning constitutive models. CoRR Royal C. Ihuaenyi, Wei Li, Martin Z. Bazant, Juner Zhu
2024	J	`jnl`	Interpretation of high-dimensional linear regression: Effects of nullspace and regularization demonstrated on battery data. Comput. Chem. Eng. Joachim Schaeffer, Eric Lenz, William C. Chueh, Martin Z. Bazant, Rolf Findeisen, Richard D. Braatz
2024	J	`jnl`	Lithium-Ion Battery System Health Monitoring and Fault Analysis from Field Data Using Gaussian Processes. CoRR Joachim Schaeffer, Eric Lenz, Duncan Gulla, Martin Z. Bazant, Richard D. Braatz, Rolf Findeisen
2024	J	`jnl`	Mechanistic Modeling of Lipid Nanoparticle Formation for the Delivery of Nucleic Acid Therapeutics. CoRR 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, Allan S. Myerson, Richard D. Braatz
2024	J	`jnl`	Systematic Feature Design for Cycle Life Prediction of Lithium-Ion Batteries During Formation. CoRR Jinwook Rhyu, Joachim Schaeffer, Michael L. Li, Xiao Cui, William C. Chueh, Martin Z. Bazant, Richard D. Braatz
2023	J	`jnl`	Interpretation of High-Dimensional Linear Regression: Effects of Nullspace and Regularization Demonstrated on Battery Data. CoRR Joachim Schaeffer, Eric Lenz, William C. Chueh, Martin Z. Bazant, Rolf Findeisen, Richard D. Braatz
2023	J	`jnl`	Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel. Nat. Hongbo Zhao, 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
2023	J	`jnl`	Phase-Field DeepONet: Physics-informed deep operator neural network for fast simulations of pattern formation governed by gradient flows of free-energy functionals. CoRR Wei Li, Martin Z. Bazant, Juner Zhu
2022	C	`conf`	Fast Charging of Lithium-ion Batteries by Mathematical Reformulation as Mixed Continuous-Discrete Simulation. ACC Marc D. Berliner, Benben Jiang, Daniel A. Cogswell, Martin Z. Bazant, Richard D. Braatz
2021	J	`jnl`	Image inversion and uncertainty quantification for constitutive laws of pattern formation. J. Comput. Phys. Hongbo Zhao, Richard D. Braatz, Martin Z. Bazant
2020	J	`jnl`	A Physics-Guided Neural Network Framework for Elastic Plates: Comparison of Governing Equations-Based and Energy-Based Approaches. CoRR Wei Li, Martin Z. Bazant, Juner Zhu
2015	J	`jnl`	Homogenization of the Poisson-Nernst-Planck equations for Ion Transport in Charged Porous Media. SIAM J. Appl. Math. Markus Schmuck, Martin Z. Bazant
2014	J	`jnl`	Phase Separation Dynamics in Isotropic Ion-Intercalation Particles. SIAM J. Appl. Math. Yi Zeng, Martin Z. Bazant
2005	J	`jnl`	Current-Voltage Relations for Electrochemical Thin Films. SIAM J. Appl. Math. Martin Z. Bazant, Kevin T. Chu, B. J. Bayly
2005	J	`jnl`	Electrochemical Thin Films at and above the Classical Limiting Current. SIAM J. Appl. Math. Kevin T. Chu, Martin Z. Bazant