Select Publications
Conference Papers
2022, 'AN ASSESSMENT OF TOOL INTEROPERABILITY AND ITS EFFECT ON TECHNOLOGICAL UPTAKE FOR URBAN MICROCLIMATE PREDICTION WITH DEEP LEARNING MODELS', in Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia, pp. 273 - 282, http://dx.doi.org/10.52842/conf.caadria.2022.1.273
,2020, 'Drawing Recognition - Integrating Machine Learning Systems into Architectural Design Workflows', in Proceedings of the 38th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) [Volume 2], Education and Research in Computer Aided Architectural Design in Europe (eCAADe), pp. 289 - 298, presented at Proceedings of the 38th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) [Volume 2], 16 September 2020 - 17 September 2020, http://dx.doi.org/10.52842/conf.ecaade.2020.2.289
,2019, 'CoBuilt - Towards a novel methodology for workflow capture and analysis of carpentry tasks for human-robot collaboration', in Proceedings of the 37th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) & 23rd Conference of the Iberoamerican Society Digital Graphics [Volume 3], eCAADe, presented at eCAADe 2019: Architecture in the Age of the 4th Industrial Revolution, 11 September 2019 - 13 September 2019, http://dx.doi.org/10.52842/conf.ecaade.2019.3.207
,2019, 'Optimising Image Classification: Implementation of Convolutional Neural Network Algorithms to Distinguish between Plans and Sections within the Architectural, Engineering and Construction (AED) Industry', in Haeusler M; Schnabel MA; Fukuda T (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference, CAADRIA, Victoria University of Wellington, pp. 795 - 804, presented at CAADRIA, Victoria University of Wellington, 15 April 2019 - 18 April 2019, http://papers.cumincad.org/cgi-bin/works/paper/caadria2019_126
,2019, 'CoBuilt Towards a novel methodology for workflow capture and analysis of carpentry tasks for human-robot collaboration', in Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, pp. 207 - 216, http://dx.doi.org/10.5151/proceedings-ecaadesigradi2019_549
,2018, 'Learning Machine Learning as an Architect, How to? Presenting and evaluating a Grasshopper based platform to teach architecture students machine learning', in Kępczyńska-Walczak A; Białkowski S (ed.), computing a better tomorrow - 36th eCAADE, Lodz, Poland, pp. 95 - 102, presented at 36th eCAADe conference, Lodz, Poland, 19 September 2018 - 21 September 2018, http://papers.cumincad.org/cgi-bin/works/paper/ecaade2018_111
,2018, 'The Introspection of Deep Neural Networks Towards Illuminating the Black Box: Training Architects Machine Learning via Grasshopper Definitions', in Proceedings of the 23rd International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA) 2018, association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Tsinghua University, Beijing, pp. 237 - 246, presented at Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference, Tsinghua University, Beijing, 17 May 2018 - 19 May 2018, http://papers.cumincad.org/data/works/att/caadria2018_126.pdf
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