Chair of Computational Modeling and Simulation
TUM School of Engineering and Design
Technical University of Munich

Fiona Collins, M.Sc. ETH 



Wissenschaftliche Mitarbeiterin

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Raum: 3226



Multi-modal as-is acquisition and machine learning for dynamic monitoring of POIs during construction and operation of buildings




▪  Collins, F.; Mafipour, MS.; Noichl, F.; Pan, Y.; Vega, M.:
Towards applicable Scan-to-BIM and Scan-to-Floorplan: An end-to-end experiment
In: Proc. of the 32th Forum Bauinformatik, Darmstadt, Germany, 2021

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▪  Collins, F.; Braun, A.; Ringsquandl, M.; Hall, D.; Borrmann, A.:
Assessing IFC classes with means of geometric deep learning on different graph encodings
In: Proc. of the 2021 European Conference on Computing in Construction, Online Conference, 2021

pdf bibtex mediatum
▪  Collins, F.:
Encoding of geometric shapes from Building Information Modeling (BIM) using graph neural networks
Betreuer: Braun, A. and Borrmann, A. and Hall, D.
Masterarbeit, 2020

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