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Technical University of Munich
Foto von Stavros Nousias

Dr. Stavros Nousias

2025

  • Wu, J.; Nousias, S.; Borrmann, A.: Design Healing framework for automated code compliance. Automation in Construction 171 (106004), 2025 more…

2024

  • Berggold, P.; Nousias, S.; Borrmann, A.: Integrating Pedestrian Simulation into Early Building Design: A Deep Learning Approach for Trajectory Prediction. i3CE 2024: 2024 ASCE International Conference on Computing in Civil Engineering, 2024 more…
  • Carrara, A; Nousias, S; Borrmann, A: Employing graph neural networks for construction drawing content recognition. i3CE 2024: 2024 ASCE International Conference on Computing in Civil Engineering, 2024 more…
  • Carrara, A; Tee, L; Nousias, S; Borrmann, A: Deep Learning-Based Segmentation and 3D Reconstruction for Heterogeneous Mixed-Use Building Layouts. Proceedings of the 31st International Workshop on Intelligent Computing in Engineering, 2024 more…
  • Du, C.; Deng, Z; Nousias, S; Borrmann, A;: Towards commands recommender system in BIM authoring tool using transformers. Proc. of the 31st Int. Workshop on Intelligent Computing in Engineering (EG-ICE), 2024 more…
  • Du, C; Nousias, S; Borrmann, A;: Towards a copilot in BIM authoring tool using large language model based agent for intelligent human-machine interaction. Proc. of the 31st Int. Workshop on Intelligent Computing in Engineering (EG-ICE), 2024 more…
  • Kolani, M R.; Nousias, S.; Borrmann, A: Coordinating robotized construction using advanced robotic simulation: The case of collaborative brick wall assembly. Proc. of the 31th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2024 more…
  • Wu, J.; Esser, S.; Nousias, S.; Borrmann, A.: Enriching IFC Models with Spatial Design Logic and Parametrics to Improve Design Adaptability – the case of alignment grids. The 20th conference of the International Society for Computing in Civil and Building Engineering (ICCCBE), 2024 more…

2023

  • Berggold, P.; Nousias, S.; Dubey, R.K.; Borrmann, A.: Towards predicting Pedestrian Evacuation Time and Density from Floorplans using a Vision Transformer. Proc. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2023 more…
  • Carrara, A.; Nousias; S.; Dubey, R.; Borrmann, A.: 3D Reconstruction of Building Morphology from Façade Drawings using Transformed-based Mono-depth Estimation. Prof. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2023 more…
  • Wu, J.; Nousias, S.; Borrmann, A.: Parametrization-based solution space exploration for Model Healing. Proc. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2023 more…

2025

  • Elsaka, Omar: AI-based Next Command Prediction Through BIM Log Files. , 2025 more…

2024

  • Fernández, M.: Robotized Construction using Advanced Robotic Simulation: the case of brick assembly. , 2024 more…
  • Jiang, Yuye: Automatic BIM Conflict Resolution Using a Reinforcement Learning Approach. , 2024 more…
  • Çeter, Server: Automated BIM Model Annotation via Graph Neural Networks: Bridging the Gap Between Design and Documentation. Master thesis, 2024 more…
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