2023
- Cross-disciplinary Semantic Building Fingerprints – Knowledge graphs to store topological building information derived from semantic building models (BIM) to apply methods of artificial intelligence (AI) throughout the life cycle of buildings. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 28), Association for Computer-Aided Architectural Design Research in Asia, 2023Accepted. more…
2022
- The Morphological Echo of Architects - Concept for a Conversational Artificial Intelligence to Support Architects during the Early Design Stages. Forum Bauninformatik (FBI 33), Technical University of Munich, 2022 more…
- Quantifying the Intangible - A tool for retrospective protocol studies of sketching during the early conceptual de-sign of architecture. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 27th), Association for Computer-Aided Architectural Design Research in Asia, 2022 more…
- The What Why, What-If and How-To for Designing Architecture - Explainability for auto-completion of computer-aided architectural design of floor plan layouting during the early design stages. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 27th), Association for Computer-Aided Architectural Design Research in Asia, 2022 more…
- Chasing the White Rabbit – A case study of predicting design phases of architects by training a deep neural network with sketch recognition through a digital drawing board. International Conferences on Computational Creativity (ICCC 13), Association for Computational Creativity, 2022Available from more…
- Methoden zur KI-basierten Autovervollständigung von frühen Grundrissentwürfen: Methodologie und Integration in ein bestehendes Framework. Forum Bauninformatik (FBI 33), Technical University of Munich, 2022 more…
- Autocompletion of Design Data in Semantic Building Models using Link Prediction and Graph Neural Networks. Education and research in Computer Aided Architectural Design in Europe Conference (eCAADe 40), KU Leuven Technology Campus, Ghent/Belgium, 2022 more…
- Autocompletion of Floor Plans for the Early Design Phases in Architecture: Foundations, Existing Methods and Research Outlook. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 27th), Association for Computer-Aided Architectural Design Research in Asia, 2022 more…
- Predicting semantic building information (BIM) with Recurrent Neural Networks. European Conference on Product and Process Modeling (ECPPM 14), European Association of Product and Process Modelling, 2022 more…
2021
- Consistency Checker - An automatic constraint-based evaluator for housing spatial configurations. Education and research in Computer Aided Architectural Design in Europe Conference (eCAADe 39), University of Novi Sad, 2021 more…
- Comparative Evaluation of Tensor-based Data Representations for Deep Learning Methods in Architecture. Education and research in Computer Aided Architectural Design in Europe Conference (eCAADe 39), University of Novi Sad, 2021 more…
- Exploring optimal ways to represent topological and spatial features of building designs in deep learning methods and applications for architecture. CAADRIA, 2021 more…
- This Is How We Do It - Observing architects sketch to inform effective recognition of semantic building information. Education and research in Computer Aided Architectural Design in Europe Conference (eCAADe 39), University of Novi Sad, 2021 more…
2020
- Topological Queries and Analysis of School Buildings Based on Building Information Modeling (BIM) Using Parametric Design Tools and Visual Programming to Develop New Building Typologies. eCAADe - Education and research in Computer Aided Architectural Design in Europe, 2020 more…