March 12, 2025 article Open access Accelerating process control and optimization via machine learning: a review Reviews in Chemical Engineering DOI: 10.1515/revce-2024-0060 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 18 References 5 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 Machine Learning in Chemical Engineering: A Perspective 2021 Chemie Ingenieur Technik article Materials Science Machine Learning in Materials Science Open access 290 citations Process systems engineering – The generation next? 2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration 263 citations Accelerating nonlinear model predictive control through machine learning 2020 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access 50 citations A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms 2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications 9 citations Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems 2023 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access 2 citations 5 results