March 28, 2018 article Open access Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control Automatica DOI: 10.1016/j.automatica.2018.03.046 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 8 stored of 1,179 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access End-to-end reinforcement learning of Koopman models for eNMPC of an air separation unit 2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access 0 citations Autogeneration and optimization of pick-and-place trajectories in robotic systems: A data-driven approach 2025 Robotics and Computer-Integrated Manufacturing article Engineering Robotic Mechanisms and Dynamics Open access 8 citations Sample-efficient reinforcement learning of Koopman eNMPC 2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access 1 citations Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization 2025 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access 0 citations End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control 2024 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access 10 citations Deep Koopman with Control: Spectral Analysis of Soft Robot Dynamics 2022 Annual Conference of the Society of Instrument and Control Engineers (SICE) conference-paper Physics and Astronomy Model Reduction and Neural Networks 13 citations Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning 2022 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent 29 citations Data-Driven Nonlinear Model Reduction Using Koopman Theory: Integrated Control Form and NMPC Case Study 2022 IEEE Control Systems Letters article Physics and Astronomy Model Reduction and Neural Networks Open access 17 citations 8 results References 0