July 26, 2025 article Open access From Block-Oriented Models to the Koopman Operator: A Comprehensive Review on Data-Driven Chemical Reactor Modeling Mathematics DOI: 10.3390/math13152411 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 6 References 2 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 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 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 2 results