November 18, 2020 article Open access Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded INFORMS journal on computing DOI: 10.1287/ijoc.2020.0993 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 59 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 Optimization with Trained Machine Learning Models Embedded 2022 Encyclopedia of Optimization reference-entry Mathematics Advanced Optimization Algorithms Research 3 citations 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 Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning 2020 preprint Environmental Science Membrane Separation Technologies Open access 1 citations Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning 2020 Journal of Membrane Science article Environmental Science Membrane Separation Technologies Open access 73 citations 5 results References 0