February 07, 2019 article Reduced dynamic modeling approach for rectification columns based on compartmentalization and artificial neural networks AIChE Journal DOI: 10.1002/aic.16568 OpenAlex Authors 0 Author list not loaded yet. Cited by 12 stored of 49 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 Dynamic Scheduling: A Comparison of High-Fidelity Models with Local Optimization versus Surrogate Models with Global Optimization 2025 Industrial & Engineering Chemistry Research article Engineering Process Optimization and Integration Open access 1 citations Distributed Economic Nonlinear Model Predictive Control for Flexible Electrified Biodiesel Production─Part I: Sequential Architectures 2024 Industrial & Engineering Chemistry Research article Engineering Advanced Control Systems Optimization 1 citations HybridML: Open source platform for hybrid modeling 2022 Computers & Chemical Engineering article Computer Science Modeling and Simulation Systems Open access 30 citations Machine Learning in Chemical Engineering: A Perspective 2021 Chemie Ingenieur Technik article Materials Science Machine Learning in Materials Science Open access 290 citations COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization 2021 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access 72 citations Adaptive Learning of Hybrid Models for Nonlinear Model Predictive Control of Distillation Columns 2021 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access 3 citations The Potential of Hybrid Mechanistic/Data‐Driven Approaches for Reduced Dynamic Modeling: Application to Distillation Columns 2020 Chemie Ingenieur Technik article Physics and Astronomy Model Reduction and Neural Networks Open access 24 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 The integration of scheduling and control: Top-down vs. bottom-up 2020 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access 77 citations A wave propagation approach for reduced dynamic modeling of distillation columns: Optimization and control 2020 Journal of Process Control article Engineering Process Optimization and Integration Open access 29 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 Renewable production of ammonia and nitric acid 2020 AIChE Journal article Energy Hybrid Renewable Energy Systems Open access cited by 1 patent 48 citations 12 results References 0