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Reduced-order Koopman modeling and predictive control of nonlinear processes.

, , and . Comput. Chem. Eng., (November 2023)

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Reduced-order Koopman modeling and predictive control of nonlinear processes., , and . Comput. Chem. Eng., (November 2023)DeSKO: Stability-Assured Robust Control with a Deep Stochastic Koopman Operator., , and . ICLR, OpenReview.net, (2022)Reduced-order Koopman modeling and predictive control of nonlinear processes., , and . CoRR, (2024)Unbalance identification for mainshaft system of 2-DOF precision centrifuge: A displacement sensor-based approach., , , , , and . ASCC, page 1-6. IEEE, (2015)Dual knowledge-guided two-stage model for precise small organ segmentation in abdominal CT images., , , , , , , , and . IET Image Process., 18 (13): 3935-3949 (2024)Poster: A Real-time Social Distance Measurement and Record System for COVID-19., , , , , , , and . EWSN, page 179-180. ACM, (2021)Data-Driven Linear Predictive Control of Nonlinear Processes Based on Reduced-Order Koopman Operator., , and . SMC, page 3565-3570. IEEE, (2023)Reinforcement Learning Control of Constrained Dynamic Systems with Uniformly Ultimate Boundedness Stability Guarantee., , , , and . CoRR, (2020)Robust Learning-Based Control for Uncertain Nonlinear Systems With Validation on a Soft Robot., , , , and . IEEE Trans. Neural Networks Learn. Syst., 36 (1): 510-524 (January 2025)Lyapunov-based reinforcement learning for distributed control with stability guarantee., , and . CoRR, (2024)