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17. Kim, M., Schaeffer, Berliner, M. D., Sagnier, P. D., Bazant, M. Z., Findeisen, R., & Braatz, R. D. Fast charging of lithium-ion batteries while accounting for degradation and cell-to-cell variability. Journal of The Electrochemical Society 171.9 (2024): 090517.
16. Ipers, G., Jiao, J., Pathak, S., Fang, R., Berliner, M. D., Li, W., Li, W., Braatz, R. D., Bazant, M. Z., Zhu, J. Rapid Simulation of Electro-Chemo-Mechanical Deformation of Li-ion Batteries Based On Porous Electrode Theory. Journal of The Electrochemical Society 171.5 (2024): 050557.
15. Kim, M., Schaeffer, J., Zhuang, Berliner, M. D., Sagnier, P. D., Findeisen, R., & Braatz, R. D. Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries. arXiv preprint arXiv:2405.01681 (2024).
14. Galuppini, G., Berliner, M. D., Lian, H., Zhuang, D., Bazant, M. Z., & Braatz, R. D. Efficient computation of robust, safe, fast charging protocols for lithium-ion batteries. Control Engineering Practice 145 (2024): 105856.
13. Ganko, K., Berliner, M. D., Rhyu, J., Wu, L., Braatz, R. D., & Leyffer, S. Population Balance Model-based Dynamic Multiobjective Optimization of Yeast Cell Manufacturing. IFAC-PapersOnLine 58.14 (2024): 860-867.
12. Matschek, J., Berliner, M. D., Himmel, A., Braatz, R. B., & Findeisen, Necessary optimality conditions for fast lithium-ion battery charging via hybrid simulations. 2023 American Control Conference (ACC). IEEE, 2023.
11. Galuppini, G., Berliner, M. D., Lian, H., Zhuang, D., Bazant, M. Z., & Braatz, R. D. Efficient computation of safe, fast charging protocols for multiphase lithium-ion batteries: A lithium iron phosphate case study. Journal of Power Sources 580 (2023): 233272.
10. Galuppini, G., Berliner, M. D., Cogswell, D. A., Zhuang, D., Bazant, M. Z., & Braatz, R. D. Galuppini, Giacomo, et al. Nonlinear identifiability analysis of multiphase porous electrode theory-based battery models: A lithium iron phosphate case study. Journal of Power Sources 573 (2023): 233009.
9. Berliner, M. D., Jiang, B., Cogswell, D. A., Bazant, M. Z., & Braatz, R. D. Novel Operating Modes for the Charging of Lithium-ion Batteries. Journal of The Electrochemical Society, 169.10, 100546 (2022)
8. Berliner, M. D., Cogswell, D. A., Bazant, M. Z., & Braatz, R. D. A Mixed Continuous-Discrete Approach to Fast Charging of Li-ion Batteries While Maximizing Lifetime. 25th International Symposium on Mathematical Theory of Networks and Systems, IFAC-PapersOnLine 55.30, 305-310 (2022)
7. Berliner, M. D., Jiang, B., Cogswell, D. A., Bazant, M. Z., & Braatz, R. D. Fast Charging of Lithium-ion Batteries by Mathematical Reformulation as Mixed Continuous-Discrete Simulation. Proceedings of the American Control Conference, IEEE, 5265–5270 (2022)
6. Jiang, B., Berliner, M. D., Lai, K., Asinger, P. A., Zhao, H., Bazant, M. Z., & Braatz, R. D. Fast Charging Design for Lithium-ion Batteries via Bayesian Optimization. Applied Energy, 307, 118244 (2022)
5. Jiang, B., Gent, W. E., Mohr, F., Das, S., Berliner, M. D., Forsuelo, M., Zhao, H., Attia, P. M., Grover, A., Herring P. K., Bazant M. Z., Harris, S. J., Ermon S., Chueh W. C., & Braatz, R. D. Bayesian Learning for Rapid Prediction of Lithium-ion Battery Cycling Protocols. Joule, 5.12, 3187-3203 (2021)
4. Berliner, M. D., Zhao, H., Das, S., Forsuelo, M., Jiang, B., Chueh, W. H., Bazant, M. Z., & Braatz, R. D. Nonlinear Identifiability Analysis of the Porous Electrode Theory Model of Lithium-Ion Batteries. Journal of The Electrochemical Society, 168 (9), 090546 (2021)
3. Berliner, M. D., Cogswell, D. A., Bazant, M. Z., & Braatz, R. D. Methods—PETLION: Open-Source Software for Millisecond-Scale Porous Electrode Theory-Based Lithium-Ion Battery Simulations. Journal of The Electrochemical Society, 168 (9), 090504 (2021)
2. Aykol, M., Gopal, C. B., Anapolsky, A., Herring, P. K., van Vlijmen, B., Berliner, M. D., Bazant, M. Z., Braatz, R. D., Chueh, W. C., & Storey, B. D. Perspective—Combining Physics and Machine Learning to Predict Battery Lifetime. Journal of The Electrochemical Society, 168 (2), 030525 (2021)
1. Berliner, M. D., McGill, B. C., Majeed, M., & Hallinan Jr., D. T. Electrochemical Kinetics of Lithium Plating and Stripping in Solid Polymer Electrolytes: Pulsed Voltammetry. Journal of The Electrochemical Society, 166 (2), A297-A304 (2019)