March 02, 2024 article Open access Challenges in data-based reactor modeling: A critical analysis of purely data-driven and hybrid models for a CSTR case study Computers & Chemical Engineering DOI: 10.1016/j.compchemeng.2024.108643 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 22 References 3 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 Obey validity limits of data-driven models through topological data analysis and one-class classification 2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access 57 citations HybridML: Open source platform for hybrid modeling 2022 Computers & Chemical Engineering article Computer Science Modeling and Simulation Systems Open access 30 citations 3 results