Martin Z. Bazant

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 9

Top Topics

Pattern Formation

Gaussian Processes

Linear Regression

Top Venues

SIAM J. Appl. Math.

J. Comput. Phys.

Publications

Joachim Schaeffer, Eric Lenz, William C. Chueh, Martin Z. Bazant, Rolf Findeisen, Richard D. Braatz
Interpretation of high-dimensional linear regression: Effects of nullspace and regularization demonstrated on battery data. Comput. Chem. Eng. 180 (2024)
Joachim Schaeffer, Eric Lenz, Duncan Gulla, Martin Z. Bazant, Richard D. Braatz, Rolf Findeisen
Lithium-Ion Battery System Health Monitoring and Fault Analysis from Field Data Using Gaussian Processes. CoRR (2024)
Wei Li, Martin Z. Bazant, Juner Zhu
Phase-Field DeepONet: Physics-informed deep operator neural network for fast simulations of pattern formation governed by gradient flows of free-energy functionals. CoRR (2023)
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
Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel. Nat. 621 (7978) (2023)
Joachim Schaeffer, Eric Lenz, William C. Chueh, Martin Z. Bazant, Rolf Findeisen, Richard D. Braatz
Interpretation of High-Dimensional Linear Regression: Effects of Nullspace and Regularization Demonstrated on Battery Data. CoRR (2023)
Marc D. Berliner, Benben Jiang, Daniel A. Cogswell, Martin Z. Bazant, Richard D. Braatz
Fast Charging of Lithium-ion Batteries by Mathematical Reformulation as Mixed Continuous-Discrete Simulation. ACC (2022)
Hongbo Zhao, Richard D. Braatz, Martin Z. Bazant
Image inversion and uncertainty quantification for constitutive laws of pattern formation. J. Comput. Phys. 436 (2021)
Wei Li, Martin Z. Bazant, Juner Zhu
A Physics-Guided Neural Network Framework for Elastic Plates: Comparison of Governing Equations-Based and Energy-Based Approaches. CoRR (2020)
Markus Schmuck, Martin Z. Bazant
Homogenization of the Poisson-Nernst-Planck equations for Ion Transport in Charged Porous Media. SIAM J. Appl. Math. 75 (3) (2015)
Yi Zeng, Martin Z. Bazant
Phase Separation Dynamics in Isotropic Ion-Intercalation Particles. SIAM J. Appl. Math. 74 (4) (2014)
Kevin T. Chu, Martin Z. Bazant
Electrochemical Thin Films at and above the Classical Limiting Current. SIAM J. Appl. Math. 65 (5) (2005)
Martin Z. Bazant, Kevin T. Chu, B. J. Bayly
Current-Voltage Relations for Electrochemical Thin Films. SIAM J. Appl. Math. 65 (5) (2005)