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Technical University of Munich
Picture of Patrick Berggold

M.Sc. Patrick Berggold

Research

2024

  • Berggold, P.; Dugstad, A; Hassaan, M.: A Comparative Study of Deep Learning and Evac4BIM in Building Evacuation Design. Proceedings of 35. Forum Bauinformatik, 2024 more…
  • 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…
  • Forth, K.; Berggold, P.; Borrmann, A.: Domain-specific fine-tuning of LLM for material matching of BIM elements and Material Passports. Proc. of 2024 ASCE International Conference on Computing in Civil Engineering, 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…

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