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Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement2023 Optimization and Engineering article Engineering Advanced Control Systems Optimization Open access
Chrysanthi Papadimitriou, Tim Varelmann, Christian Schröder, Andreas Jupke, Alexander Mitsos
4citations -
Early identification of persistent somatic symptoms in primary care: data-driven and theory-driven predictive modelling based on electronic medical records of Dutch general practices
Willeke M. Kitselaar, Frederike L. Büchner, Rosalie van der Vaart, Stephen P. Sutch, Frank C. Bennis, Andrea W.M. Evers, +1 more
5citations -
A Data-Driven Approach to Ship Energy Management: Incorporating Automated Tracking System Data and Weather Information2023 Journal of Marine Science and Engineering article Environmental Science Maritime Transport Emissions and Efficiency Open access
Cem Ünlübayir, Ulrich Hermann Mierendorff, Martin Börner, Katharina Lilith Quade, Alexander Blömeke, Florian Ringbeck, +1 more
13citations -
Real Driving Emissions—Conception of a Data-Driven Calibration Methodology for Hybrid Powertrains Combining Statistical Analysis and Virtual Calibration Platforms2021 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access cited by 1 patent
Sascha Krysmon, Frank Dorscheidt, Marc Timur Düzgün, Stefan Pischinger
20citations -
Global flowsheet optimization for reductive dimethoxymethane production using data-driven thermodynamic models2022 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access
Jannik Burre, Christoph Kabatnik, Mohamed Al-Khatib, Dominik Bongartz, Andreas Jupke, Alexander Mitsos
4citations -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
4citations -
A Data-Driven Framework for Anomaly Detection in Industrial Systems Using Log Data2025 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Software System Performance and Reliability
Merle Hewing, Yuanchen Zhao, Manuel Vossel, Paul Nieschler, Tobias Kleinert
0citations -
A Data-Driven Approach to Link GC-MS and LC-MS with Sensory Attributes of Chicken Bouillon with Added Yeast-Derived Flavor Products in a Combined Prediction Model2025 Metabolites article Agricultural and Biological Sciences Sensory Analysis and Statistical Methods Open access
Simon Leygeber, Carmen Díez-Simón, Justus L. Großmann, Anne-Charlotte Dubbelman, Amy C. Harms, Johan A. Westerhuis, +10 more
3citations -
A hybrid model combining evolutionary probability and machine learning leverages data-driven protein engineering2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access
Alexander-Maurice Illig, Niklas E. Siedhoff, Ulrich Schwaneberg, Mehdi D. Davari
11citations