Martin Z. Bazant

According to our database, Martin Z. Bazant authored at least 14 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Mechanics Informatics: A paradigm for efficiently learning constitutive models.

Royal C. Ihuaenyi, Wei Li, Martin Z. Bazant, Juner Zhu

CoRR, January, 2025

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., January, 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

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, Allan S. Myerson, Richard D. Braatz

CoRR, 2024

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

2023

Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel.

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

Nat., 2023

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

2022

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

Proceedings of the American Control Conference, 2022

2021

Image inversion and uncertainty quantification for constitutive laws of pattern formation.

Hongbo Zhao, Richard D. Braatz, Martin Z. Bazant

J. Comput. Phys., 2021

2020

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

2015

Homogenization of the Poisson-Nernst-Planck equations for Ion Transport in Charged Porous Media.

Markus Schmuck, Martin Z. Bazant

SIAM J. Appl. Math., 2015

2014

Phase Separation Dynamics in Isotropic Ion-Intercalation Particles.

Yi Zeng, Martin Z. Bazant

SIAM J. Appl. Math., 2014

2005

Electrochemical Thin Films at and above the Classical Limiting Current.

Kevin T. Chu, Martin Z. Bazant

SIAM J. Appl. Math., 2005

Current-Voltage Relations for Electrochemical Thin Films.

Martin Z. Bazant, Kevin T. Chu, B. J. Bayly

SIAM J. Appl. Math., 2005