Prof. Dr. Christian Beecks
Photo: FernUniversität
Contact
Email: christian.beecks
Institutional Affiliation
Faculty of Mathematics and Computer Science
Chair of Data Science
Additional information: Profile
Research Interests
(in the fields covered by the research center)
- Generative and agentic AI for sustainability applications: language models, Graph RAG and agent pipelines for heterogeneous environmental, energy and regulatory data
- AI for resource-efficient production and sustainable supply chains: anomaly detection, quality assurance, scrap and waste reduction, circular economy
- Data-driven analysis and forecasting of energy and environmental time series (load forecasting, monitoring, interpretable and uncertainty-aware models)
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(in the fields covered by the research center)
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(in the fields covered by the research center)
- REMIND – Remanufacturing Innovation for Industrial Development (EC Horizon-Europe, GAP phase)
- DIAS – KI-basierter, adaptiver Dialog zur Erfassung psychischer Belastungen (Dialogue-based Assessment). (BMAS (FOGA), running)
- knowlEdge – KI-basierter, adaptver Dialog zur Erfassung psychischer Belastungen (Dialogue-based Assessment Towards AI powered manufacturing services, processes, and products in an edge-to-cloud-knowlEdge continuum for humans [in-the-loop]. (EC H2020 - Research and innovation actions, finished)
- GAIA – Gaussian processes for automatic and interpretable anomaly detection. (MKW NRW, finished)
- DS3W – Data Science Kompetenzen für den digitalen Wandel in Wissenschaft und Wirtschaft. (MKW NRW, FeU internal, finished)
E/E/S Research Center
| 14.10.2026
