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Towards Rule Extraction for Sector-Coupled Energy Systems Based on Optimization Models1citations
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A Combined Approach of Process Mining and Rule-Based AI for Study Planning and Monitoring in Higher Education2023 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access
Miriam Wagner, Hayyan Helal, René Röpke, Sven Judel, Jens Doveren, Sergej Görzen, +4 more
10citations -
A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education2022 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access
Miriam Wagner, Hayyan Helal, Rene Roepke, Sven Judel, Jens Doveren, Sergej Görzen, +4 more
1citations -
AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning2022 Energy Conversion and Management article Energy Hybrid Renewable Energy Systems Open access cited by 1 patent
Alexander Dreher, Thomas Bexten, Tobias Sieker, Malte Lehna, Jonathan Schütt, Christoph Scholz, +1 more
100citations -
DreamerNLplus: Interpretable Modeling of Mental Health Dynamics from Social Media Timelines using Hybrid Rule-Based and RAG Methods2026 Workshop on Computational Linguistics and Clinical Psychology (CLPsych) conference-paper Psychology Mental Health via Writing Open access
Maryia Zhyrko, Daisy Lal, Erik; id_orcid 0000-0003-1377-9386 van Mulligen, Lifeng Han
0citations -
SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets2025 JuSER (Forschungszentrum Jülich) preprint Computer Science semigroups and automata theory Open access
Barna Zajzon, Younes Bouhadjar, Maxime Fabre, Felix Schmidt, Noah Ostendorf, Emre Neftci, +2 more
0citations -
SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets2025 arXiv (Cornell University) preprint Computer Science semigroups and automata theory Open access
Barna Zajzon, Younes Bouhadjar, Maxime Fabre, Felix Schmidt, Noah Ostendorf, Emre Neftci, +2 more
0citations -
Heat Pump Systems with Photovoltaics: Influence of the Control Strategy on the Optimal Design2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Integrated Energy Systems Optimization Open access
Fabian Wüllhorst, Jonas Reuter‐Schniete, Laura Maier, Dominik Hering, Dirk Müller
0citations -
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations