Wiener's polynomial chaos for the analysis and control of nonlinear dynamical systems with probabilistic uncertainties KKK Kim, DE Shen, ZK Nagy, RD Braatz IEEE Control Systems Magazine 33 (5), 58-67, 2013 | 128 | 2013 |
Semidefinite programming approach to Gaussian sequential rate-distortion trade-offs T Tanaka, KKK Kim, PA Parrilo, SK Mitter IEEE Transactions on Automatic Control 62 (4), 1896-1910, 2016 | 126 | 2016 |
Modification of crystal shape through deep temperature cycling M Jiang, X Zhu, MC Molaro, ML Rasche, H Zhang, K Chadwick, ... Industrial & Engineering Chemistry Research 53 (13), 5325-5336, 2014 | 82 | 2014 |
Limiting behavior of L1 adaptive controllers E Kharisov, KK Kim, N Hovakimyan, X Wang AIAA guidance, navigation, and control conference, 6441, 2011 | 51 | 2011 |
Standard representation and unified stability analysis for dynamic artificial neural network models KKK Kim, ER Patrón, RD Braatz Neural Networks 98, 251-262, 2018 | 43 | 2018 |
Generalised polynomial chaos expansion approaches to approximate stochastic model predictive control† KKK Kim, RD Braatz International journal of control 86 (8), 1324-1337, 2013 | 43 | 2013 |
Robustness analysis, prediction, and estimation for uncertain biochemical networks: An overview S Streif, KKK Kim, P Rumschinski, M Kishida, DE Shen, R Findeisen, ... Journal of Process Control 42, 14-34, 2016 | 37 | 2016 |
Robust nonlinear internal model control of stable Wiener systems KKK Kim, E Ríos-Patrón, RD Braatz Journal of Process Control 22 (8), 1468-1477, 2012 | 37 | 2012 |
Dynamic programming for scalable just-in-time economic dispatch with non-convex constraints and anytime participation J Kim, KKK Kim International Journal of Electrical Power & Energy Systems 123, 106217, 2020 | 26 | 2020 |
Filter Design for ℒ1 Adaptive Output-Feedback Controller KKK Kim, E Kharisov, N Hovakimyan 2011 50th IEEE Conference on Decision and Control and European Control …, 2011 | 26 | 2011 |
Service-oriented real-time energy-optimal regenerative braking strategy for connected and autonomous electrified vehicles D Kim, JS Eo, KKK Kim IEEE Transactions on Intelligent Transportation Systems 23 (8), 11098-11115, 2021 | 25 | 2021 |
Optimum input design for fault detection and diagnosis: Model-based prediction and statistical distance measures KKK Kim, DM Raimondo, RD Braatz 2013 European Control Conference (ECC), 1940-1945, 2013 | 24 | 2013 |
Generalized polynomial chaos expansion approaches to approximate stochastic receding horizon control with applications to probabilistic collision checking and avoidance KKK Kim, RD Braatz 2012 IEEE International Conference on Control Applications, 350-355, 2012 | 24 | 2012 |
Probabilistic analysis and control of uncertain dynamic systems: Generalized polynomial chaos expansion approaches KKK Kim, RD Braatz 2012 American Control Conference (Acc), 44-49, 2012 | 24 | 2012 |
Economic nonlinear predictive control for real-time optimal energy management of parallel hybrid electric vehicles J Kim, H Kim, J Bae, D Kim, JS Eo, KKK Kim IEEE Access 8, 177896-177920, 2020 | 23 | 2020 |
Parameterized energy-optimal regenerative braking strategy for connected and autonomous electrified vehicles: A real-time dynamic programming approach D Kim, JS Eo, KKK Kim IEEE Access 9, 103167-103183, 2021 | 20 | 2021 |
Multi-criteria optimization for filter design of L1 adaptive control KKK Kim, N Hovakimyan Journal of Optimization Theory and Applications 161 (2), 557-581, 2014 | 20 | 2014 |
Robustness analysis, prediction and estimation for uncertain biochemical networks S Streif, KKK Kim, P Rumschinski, M Kishida, DE Shen, R Findeisen, ... IFAC Proceedings Volumes 46 (32), 1-20, 2013 | 18 | 2013 |
Universal approximation with error bounds for dynamic artificial neural network models: A tutorial and some new results KKK Kim, ER Patrón, RD Braatz 2011 IEEE International Symposium on Computer-Aided Control System Design …, 2011 | 18 | 2011 |
Development of verification and validation approaches for L1 adaptive control: multi-criteria optimization for filter design KK Kim, N Hovakimyan AIAA guidance, navigation, and control conference, 7691, 2010 | 17 | 2010 |