Publikationsjahr aussuchen: 2022 |  2024 |  2025 | 

Publikationen - Professur Künstliche Intelligenz für nachhaltiges Bauen - für das Jahr: 2025

16. : Short-term HVAC load prediction using Temporal Graph Convolutional Networks. In: Özcan, Baris;Vassilev, Hristo; Göbels, Anne;Schulz, Oliver;Huang, Qirui: Tagungsband des 36. Forum Bauinformatik. , 2025. - ISBN Nicht vorhanden, S. 227 - 234.
15. Abouhadid, Abdelrahman;Kujat, Clemens: Benchmarking Large Language Models of BIM: Key Requirements for Domain-Specific Evaluation Datasets. In: Özcan, Baris;Vassilev, Hristo; Göbels, Anne;Schulz, Oliver;Huang, Qirui: Tagungsband des 36. Forum Bauinformatik. , 2025. - ISBN Nicht vorhanden, S. 284 - 292.
14. Berger, Markus: Incorporating Uncertainty into 3D Spatial Heatmaps for Risk Visualizations in the Built Environment. In: 21st International Probabilistic Workshop: ce/papers. 8, 3-4. , 2025. - ISBN 2509-7075, S. 117 - 122.
13. Berger, Markus;Pogmore, Alexander;Riedlinger, Urs;Schilling, Sebastian;Vaatz, Albrecht;Wogan, Martin: Participatory infrastructure planning through data-driven multimodal visualisations. In: Moreno-Rangel, Alejandro;Kumar, Bimal ; University of Strathclyde Publishing (Hrsg.): The 32nd EG-ICE International Workshop on Intelligent Computing in Engineering. , 2025. - ISBN 9781914241826, S. digital - digital.
12. Grauer, Dennis; Plönnigs, Jörn: Does ChatGPT know building physics? Exploiting Foundation Models for Building Performance Prediction with GNNs. In: European Council on Computing in Construction: Proceedings of the 2025 European Conference on Computing in Construction. , 2025. - ISBN 978-9-083451-31-2, S. digital - digital.
11. Guzmán-Merino, Miguel; Plönnigs, Jörn: Reinforcement learning task planner for construction task, assisted by LLM. In: Moreno-Rangel, Alejandro;Kumar, Bimal ; University of Strathclyde Publishing (Hrsg.): The 32nd EG-ICE International Workshop on Intelligent Computing in Engineering. , 2025. - ISBN 9781914241826, S. digital - digital.
10. Guzmán-Merino, Miguel;Grauer, Dennis: Construction site obstacle detector assisted by large language models. In: Özcan, Baris;Vassilev, Hristo; Göbels, Anne;Schulz, Oliver;Huang, Qirui: Tagungsband des 36. Forum Bauinformatik. , 2025. - ISBN Nicht vorhanden, S. 219 - 226.
9. Jafariasl, Jafar;Spyridis, Panagiotis; Ploennigs, Joern: Automated Screening for Cracks in Concrete Structures Using an Optimized Convolutional Neural Network.. In: 21st International Probabilistic Workshop: ce/papers. 8, 3-4. , 2025. - ISBN 2509-7075, S. 368 - 373.
8. Krause, Nils Sören: From clustering to classification: An uncertainty analysis of a classification approach using a Gaussian mixture model. In: 21st International Probabilistic Workshop: ce/papers. 8, 3-4. , 2025. - ISBN 2509-7075, S. 360 - 367.
7. Krause, Nils Sören;Guzman-Merino, Miguel;Grauer, Dennis: An Evaluation of Zero-shot Classification of Multi-Modal Foundation Models for Point Clouds. In: Özcan, Baris;Vassilev, Hristo; Göbels, Anne;Schulz, Oliver;Huang, Qirui: Tagungsband des 36. Forum Bauinformatik. , 2025. - ISBN Nicht vorhanden, S. 267 - 275.
6. Krause, Nils; Plönnigs, Jörn: A Foundation Model Approach: Generating Point Clouds for Scan-to-BIM Training and BIM Model Generation. In: European Council on Computing in Construction: Proceedings of the 2025 European Conference on Computing in Construction. , 2025. - ISBN 978-9-083451-31-2, S. digital - digital.
5. Krause, Nils; Plönnigs, Jörn: Digital twins for green roofs and facade inspection using drones and multi-modal foundation models. In: E3S Web of Conferences: EU-CONEXUS EENVIRO Research Conference - The 9th Conference of the Sustainable Solutions for Energy and Environmen. Volume 608, 05001. , 2025. - ISBN 2267-1242, S. digital - digital.
4. Ploennigs, Jörn: KI im Bau: Fluch oder Segen. In: Forum Holzbau: 3. Süddeutscher Holzbau Kongress. , 2025. - ISBN -, S. 4 - 14.
3. Ploennigs, Jörn; Berger, Markus; Wortmann, Thomas; Kirchner, Jakob; Beetz, Jakob; Roitberg, Alina; Menzel, Karsten;Ommer, Björn: Building Foundation Models - Potentials, Challenges and Research Directions for using LLM and LVM in AEC. In: European Council on Computing in Construction: Proceedings of the 2025 European Conference on Computing in Construction. Volume 6. , 2025. - ISBN 978-9-083451-31-2, S. digital - digital.
2. Ploennigs, Jörn; Smarsly, Kai; Berger, Markus; Dragos, Kosmas ; Kliesch, Martin: Quantum and quantum-inspired computing in civil engineering. In: Advanced Engineering Informatics. Volume 69, Part B 2025, Nr. 103960, S. digital - digital.
1. Ploennigs,Joern;Berger,Markus;Mevissen,Martin;Smarsly,Kay: Quantum computing in civil engineering: Potentials and Limitations. In: Francis, Adel; Miresco, Edmond; Melhado, Silvio: International Conference on Computing in Civil and Building Engineering (ICCCBE). Volume 629. , 2025. - ISBN 978-3-031-87364-5, S. 15 - 28.