Richard D. Braatz
Massachusetts Institute of Technology
H-index: 89
North America-United States
Top articles of Richard D. Braatz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Optimum Model-Based Design of Diagnostics Experiments (DOE) with Hybrid Pulse Power Characterization (HPPC) for Lithium-Ion Batteries | Jinwook Rhyu Debbie Zhuang Martin Bazant Richard Braatz | 2024/4/15 | |
Tensorial approaches combining time series and batch data for the end-to-end batch manufacturing of monoclonal antibodies | Computers & Chemical Engineering | Fabian Mohr Moo Sun Hong Chris D Castro Benjamin T Smith Jacqueline M Wolfrum | 2024/3/1 |
Automated outlier detection and estimation of missing data | Computers & Chemical Engineering | Jinwook Rhyu Dragana Bozinovski Alexis B Dubs Naresh Mohan Elizabeth M Cummings Bende | 2023/10/17 |
An Execution-time-certified QP Algorithm for penalty-based Soft-constrained MPC | arXiv preprint arXiv:2403.18235 | Liang Wu Richard D Braatz | 2024/3/27 |
Time-certified input-constrained NMPC via Koopman Operator | arXiv preprint arXiv:2401.04653 | Liang Wu Krystian Ganko Richard D Braatz | 2024/1/9 |
Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging | arXiv preprint arXiv:2404.06125 | Sebastian Hirt Andreas Höhl Joachim Schaeffer Johannes Pohlodek Richard D Braatz | 2024/4/9 |
LCEN: A Novel Feature Selection Algorithm for Nonlinear, Interpretable Machine Learning Models | arXiv preprint arXiv:2402.17120 | Pedro Seber Richard D Braatz | 2024/2/27 |
Interpretation of high-dimensional linear regression: Effects of nullspace and regularization demonstrated on battery data | Computers & Chemical Engineering | Joachim Schaeffer Eric Lenz William C Chueh Martin Z Bazant Rolf Findeisen | 2024/1/1 |
Non-invasive Estimation of the Powder Size Distribution from a Single Speckle Image | Qihang Zhang George Barbastathis Ajinkya Pandit Zhiguang Liu Zhen Guo | 2024/3/19 | |
Improving Diagnostics and Prognostics of Implantable Cardioverter Defibrillator Batteries with Interpretable Machine Learning Models | Available at SSRN 4700630 | Giacomo Galuppini Qiaohao Liang Prabhakar A Tamirisa Jeffrey A Lemmerman Melani G Sullivan | 2024/1/8 |
Cycle Life Prediction for Lithium-ion Batteries: Machine Learning and More | arXiv preprint arXiv:2404.04049 | Joachim Schaeffer Giacomo Galuppini Jinwook Rhyu Patrick A Asinger Robin Droop | 2024/4/5 |
Nonparametric Steady-state Learning for Robust Output Regulation of Nonlinear Output Feedback Systems | arXiv preprint arXiv:2402.16170 | Shimin Wang Martin Guay Richard D Braatz | 2024/2/25 |
Multidose Transient Transfection of HEK293 Cells Modulates rAAV2/5 Rep Protein Expression and Influences the Enrichment Fraction of Filled Capsids | Richard Braatz Prasanna Srinivasan Christopher T Canova Sha Sha Tam NT Nguyen | 2024/3/16 | |
Efficient Simulation of Viral Transduction and Propagation for Biomanufacturing | bioRxiv | Francesco Destro Richard D Braatz | 2024 |
Correction: Analysis of Poly (ethylene terephthalate) degradation kinetics of evolved IsPETase variants using a surface crowding mode | Journal of Biological Chemistry | En Ze Linda Zhong-Johnson Ziyue Dong Christopher T Canova Francesco Destro Marina Cañellas | 2024/4/1 |
An Execution-time-certified Riccati-based IPM Algorithm for RTI-based Input-constrained NMPC | arXiv preprint arXiv:2402.16186 | Liang Wu Krystian Ganko Shimin Wang Richard D Braatz | 2024/2/25 |
Physics-Informed Design of Hybrid Pulse Power Characterization Tests for Rechargeable Batteries | Debbie Zhuang Michael Li Vivek Lam Richard Braatz William Chueh | 2023/11/20 | |
On the use of physics in machine learning for imaging and quantifying complex processes | Bulletin of the American Physical Society | George Barbastathis Qihang Zhang Richard Braatz Allan Myerson Charles Papageorgiou | 2024/3/7 |
Data-driven discovery and design of additives for controlled polymer morphology and performance | Sanket Diwale Nathan W Volchko Alexander J Bourque Richard D Braatz Gregory C Rutledge | 2024/1/1 | |
Efficient computation of robust, safe, fast charging protocols for lithium-ion batteries | Control Engineering Practice | Giacomo Galuppini Marc D Berliner Huada Lian Debbie Zhuang Martin Z Bazant | 2024/4/1 |
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