| Efficient thermal management of Li-ion batteries with a passive interfacial thermal regulator based on a shape memory alloy M Hao, J Li, S Park, S Moura, C Dames Nature Energy 3 (10), 899-906, 2018 | 231 | 2018 |
| Optimal experimental design for parameterization of an electrochemical lithium-ion battery model S Park, D Kato, Z Gima, R Klein, S Moura Journal of The Electrochemical Society 165 (7), A1309, 2018 | 140 | 2018 |
| Data-driven baseline estimation of residential buildings for demand response S Park, S Ryu, Y Choi, J Kim, H Kim Energies 8 (9), 10239-10259, 2015 | 71 | 2015 |
| A deep reinforcement learning framework for fast charging of Li-ion batteries S Park, A Pozzi, M Whitmeyer, H Perez, A Kandel, G Kim, Y Choi, WT Joe, ... IEEE Transactions on Transportation Electrification 8 (2), 2770-2784, 2022 | 69 | 2022 |
| A framework for baseline load estimation in demand response: Data mining approach S Park, S Ryu, Y Choi, H Kim 2014 IEEE International Conference on Smart Grid Communications …, 2014 | 48 | 2014 |
| Hybrid Electrochemical Modeling with Recurrent Neural Networks for Li-ion Batteries S Park, D Zhang, S Moura 2017 American Control Conference (ACC), 3777-3782, 2017 | 44 | 2017 |
| Reinforcement learning-based fast charging control strategy for Li-ion batteries S Park, A Pozzi, M Whitmeyer, H Perez, WT Joe, DM Raimondo, S Moura 2020 IEEE Conference on Control Technology and Applications (CCTA), 100-107, 2020 | 40 | 2020 |
| Reinforcement learning versus PDE backstepping and PI control for congested freeway traffic H Yu, S Park, A Bayen, S Moura, M Krstic IEEE Transactions on Control Systems Technology 30 (4), 1595-1611, 2021 | 38 | 2021 |
| Optimal control of battery fast charging based-on Pontryagin’s minimum principle S Park, D Lee, HJ Ahn, C Tomlin, S Moura 2020 59th IEEE Conference on Decision and Control (CDC), 3506-3513, 2020 | 31 | 2020 |
| Faster and healthier charging of lithium-ion batteries via constrained feedback control LD Couto, R Romagnoli, S Park, D Zhang, SJ Moura, M Kinnaert, ... IEEE Transactions on Control Systems Technology 30 (5), 1990-2001, 2021 | 22 | 2021 |
| Beyond battery state of charge estimation: Observer for electrode-level state and cyclable lithium with electrolyte dynamics D Zhang, S Park, LD Couto, V Viswanathan, SJ Moura IEEE Transactions on Transportation Electrification 9 (4), 4846-4861, 2022 | 15 | 2022 |
| Optimal input design for parameter identification in an electrochemical Li-ion battery model S Park, D Kato, Z Gima, R Klein, S Moura 2018 Annual American Control Conference (ACC), 2300-2305, 2018 | 11 | 2018 |
| Estimation of cyclable lithium for li-ion battery state-of-health monitoring S Park, D Zhang, R Klein, S Moura 2021 American Control Conference (ACC), 3094-3101, 2021 | 10 | 2021 |
| Nonlinear state and parameter estimation for li-ion batteries with thermal coupling D Zhang, LD Couto, S Park, P Gill, SJ Moura IFAC-PapersOnLine 53 (2), 12479-12484, 2020 | 7 | 2020 |
| Distributionally robust surrogate optimal control for large-scale dynamical systems A Kandel, S Park, HE Perez, G Kim, Y Choi, HJ Ahn, WT Joe, SJ Moura 2020 American Control Conference (ACC), 2225-2231, 2020 | 5 | 2020 |
| Integration of Hardware and Software for Battery Hardware-in-the-Loop Toward Battery Artificial Intelligence S Park, S Moura, K Lee IEEE Transactions on Transportation Electrification 10 (1), 888-900, 2023 | 3 | 2023 |
| Distributionally robust surrogate optimal control for high-dimensional systems A Kandel, S Park, SJ Moura IEEE Transactions on Control Systems Technology 31 (3), 1196-1207, 2022 | 3 | 2022 |
| Introduction to Reinforcement Learning A Short Course S Moura, S Park | | 2020 |
| (Invited) Open Software for Electrochemical Battery Modeling, Estimation, and Control S Moura, H Perez, Z Gima, S Park, D Zhang Electrochemical Society Meeting Abstracts aimes2018, 2189-2189, 2018 | | 2018 |
| Cancer Treatment Equipment Development Using laser-Driven Ion Acceleration Technology MY Jung, WB Joe, JW Park, HW Hwang, SK Yang, DH Song, HJ Park, ... Electronics and Telecommunications Trends 28 (4), 23-34, 2013 | | 2013 |
Scott MouraAssociate Professor, University of California, BerkeleyVerified email at berkeley.edu