Innovative Factory Systems

Page 1 of 16.

1. Viktor Eisenstadt; Jessica Bielski; Christoph Langenhan; Burak Mete; Klaus-Dieter Althoff; Andreas Dengel

   Methoden zur KI-basierten Autovervollständigung von frühen Grundrissentwürfen: Methodologie und Integration in ein bestehendes Framework

   In: Martin Slepicka; Lothar Kolbeck; Sebastian Esser; Kasimir Forth; Florian Noichl; Jonas Schlenger (Hrsg.). Proceedings of 33. Forum Bauinformatik. Forum Bauinformatik, September 7-9, Pages 404-411, mediaTUM, München, 9/2022.

2. Burak Mete; Jessica Bielski; Viktor Eisenstadt; Christoph Langenhan; Frank Petzold; Klaus-Dieter Althoff

   Predicting semantic building information (BIM) with Recurrent Neural Networks

   In: European Conference on Product and Process Modeling. European Conference on Product and Process Modeling (ECPPM-2022), ECPPM, No. 14th, European Association of Product and Process Modelling, 9/2022.

3. Jessica Bielski; Burak Mete; Viktor Eisenstadt; Christoph Langenhan; Frank Petzold; Andreas Dengel; Klaus-Dieter Althoff

   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

   In: Proceedings of the 13th International Conference on Computational Creativity. International Conference on Computational Creativity (ICCC-22), 13th, June 27 - July 1, Bolzano, Italy, Pages 73-77, ISBN 978-989-54160-4-2, Association for Computational Creativity (ACC), 6/2022.

4. Jessica Bielski; Christoph Langenhan; Christoph Ziegler; Viktor Eisenstadt; Frank Petzold; Andreas Dengel; Klaus-Dieter Althoff

   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

   In: Jeroen van Ameijde; Nicole Gardner; Kyung Hoon Hyun; Dan Luo; Urvi Sheth (Hrsg.). POST-CARBON - Proceedings of the 27th CAADRIA Conference. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Pages 435-444, CUMINCAD, 2022.

5. Viktor Eisenstadt; Jessica Bielski; Burak Mete; Christoph Langenhan; Klaus-Dieter Althoff; Andreas Dengel

   Autocompletion of Floor Plans for the Early Design Phase in Architecture: Foundations, Existing Methods, and Research Outlook

   In: POST-CARBON - Proceedings of the 27th CAADRIA Conference. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA-2022), Pages 323-332, CUMINCAD, 2022.

6. Jessica Bielski; Christoph Langenhan; Christoph Ziegler; Viktor Eisenstadt; Andreas Dengel; Klaus-Dieter Althoff

   Quantifying the Intangible, A Tool for Retrospective Protocol Studies of Sketching During the Early Conceptual Design of Architecture

   In: Jeroen van Ameijde; Nicole Gardner; Kyung Hoon Hyun; Dan Luo; Urvi Sheth (Hrsg.). POST-CARBON - Proceedings of the 27th CAADRIA Conference. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA-2022), Pages 403-411, CUMINCAD, 2022.

7. Viktor Eisenstadt; Jessica Bielski; Christoph Langenhan; Klaus-Dieter Althoff; Andreas Dengel

   Autocompletion of Design Data in Semantic Building Models using Link Prediction and Graph Neural Networks

   In: Burak Pak; Gabriel Wurzer; Rudi Stouffs (Hrsg.). Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe. Education and Research in Computer Aided Architectural Design in Europe (eCAADe-2022), CUMINCAD, 2022.

8. Hardik Arora; Christoph Langenhan; Frank Petzold; Viktor Eisenstadt; Klaus-Dieter Althoff

   METIS-GAN: An approach to generate spatial configurations using deep learning and semantic building models

   In: Proceedings of the European Conference on Product and Process Modeling 2020-2021. European Conference on Product and Process Modeling (ECPPM-2021), May 5-7, Moscow, Russian Federation, European Association of Product and Process Modelling, 2021.

9. Viktor Eisenstadt; Hardik Arora; Christoph Ziegler; Jessica Bielski; Christoph Langenhan; Klaus-Dieter Althoff; Andreas Dengel

   Exploring optimal ways to represent topological and spatial features of building designs in deep learning methods and applications for architecture

   In: CAADRIA 2021 Proceedings. International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA-2021), March 29 - April 1, Hong Kong/Virtual, Hong Kong, Cumincad, 2021.

10. Hardik Arora; Jessica Bielski; Viktor Eisenstadt; Christoph Langenhan; Christoph Ziegler; Klaus-Dieter Althoff; Andreas Dengel

    Consistency Checker – An automatic constraint-based evaluator for housing spatial configurations

    In: V. Stojakovic; B. Tepavcevic (Hrsg.). Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 2. Education and Research in Computer Aided Architectural Design in Europe (eCAADe-2021), September 8-10, Novi Sad, Serbia, CUMINCAD, 2021.

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