No longer in OpenAlex W3103957401 OpenAlex Authors 0 Author list not loaded yet. Cited by 29 stored of 0 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 GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction 2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access 6 citations Working fluid screening for ORC-based Carnot batteries by deterministic global optimization of design and nominal operation 2025 Optimization and Engineering article Engineering Process Optimization and Integration Open access 2 citations Out-of-sample estimation for a branch-and-bound algorithm with growing datasets 2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access 0 citations Surrogate Models for Distillation Boundaries in Azeotropic Multicomponent Mixtures 2024 Industrial & Engineering Chemistry Research article Engineering Process Optimization and Integration 3 citations Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions 2024 BMC Bioinformatics software-paper Computer Science Machine Learning and Data Classification Open access 5 citations Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement 2023 Optimization and Engineering article Engineering Advanced Control Systems Optimization Open access 4 citations Graph machine learning for design of high‐octane fuels 2022 AIChE Journal article Materials Science Machine Learning in Materials Science Open access 36 citations Optimization with Trained Machine Learning Models Embedded 2022 Encyclopedia of Optimization reference-entry Mathematics Advanced Optimization Algorithms Research 3 citations Graph Machine Learning for Design of High-Octane Fuels 2022 RWTH Publications (RWTH Aachen) preprint Materials Science Machine Learning in Materials Science Open access 0 citations Global flowsheet optimization for reductive dimethoxymethane production using data-driven thermodynamic models 2022 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access 4 citations Simultaneous optimization of design and operation of an air-cooled geothermal ORC under consideration of multiple operating points 2022 Computers & Chemical Engineering article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access 23 citations HybridML: Open source platform for hybrid modeling 2022 Computers & Chemical Engineering article Computer Science Modeling and Simulation Systems Open access 30 citations Comparison of MINLP formulations for global superstructure optimization 2022 Optimization and Engineering article Engineering Process Optimization and Integration Open access 12 citations Machine Learning in Chemical Engineering: A Perspective 2021 Chemie Ingenieur Technik article Materials Science Machine Learning in Materials Science Open access 290 citations Deterministic global optimization with Gaussian processes embedded 2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access 47 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 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 Efficient hybrid multiobjective optimization of pressure swing adsorption 2021 Chemical Engineering Journal article Computer Science Advanced Multi-Objective Optimization Algorithms Open access 57 citations Process systems engineering – The generation next? 2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration 263 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 1–20 of 29 Page 1 / 2 Next → References 0