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Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
2citations -
Human-Centric Machine Learning for Temporal Knowledge Graphs: Towards Understanding the European Alternative Fuels Market2022 Proceedings/Proceedings -- IEEE Symposium on Visual Languages and Human-Centric Computing conference-paper Computer Science Advanced Graph Neural Networks
Robert Jungnickel, Aymen Gannouni, Anas Abdelrazeq, Ingrid Isenhardt
1citations -
Boon or bane of open value creation: The impact of business model design and relational trust on competitive advantage2025 Long Range Planning article Business, Management and Accounting Innovation and Knowledge Management Open access
Sebastian Brenk, Christian Burmeister, Kathleen Diener, Dirk Lüttgens
7citations -
What Would You Like to Visit Next? – Using a Knowledge-Graph Driven Museum Guide in a Virtual Exhibition2022 Frontiers in artificial intelligence and applications book-chapter Arts and Humanities Museums and Cultural Heritage Open access
Dou Liu, Claudia Alessandra Libbi, Delaram Javdani Rikhtehgar
2citations -
Novel calibration design improves knowledge transfer across products for the characterization of pharmaceutical bioprocesses2024 Biotechnology Journal article Decision Sciences Optimal Experimental Design Methods Open access
Laura M. Helleckes, Claus Wirnsperger, Jakub Polak, Gonzalo Guillén‐Gosálbez, Alessandro Butté, Moritz von Stosch
12citations -
Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models3citations
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Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods0citations
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Model compendium, data, and optimization benchmarks for sector-coupled energy systems2020 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access
Susanne Saß, Timm Faulwasser, Dinah Elena Hollermann, Chrysoula Dimitra Kappatou, Dominique Sauer, David Yang Shu, +5 more
38citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations