Li, Sihao;Liang, Yangze;Chen, Guangyao;Xu, Zhao;Bratoev, Ivan;Petzold, Frank
Automated generation and surrogate modeling of 3D urban wind simulation based on physics-informed graph neural networks: a two-stage framework
Advanced Engineering Informatics
2026
74
104835

Napps, Daniel;Staudt, Johannes;Saluz, Ueli;Chen, Xia;Steiner, Daniel;Zong, Chujun;Deghim, Fatma;Lang, Werner;Geyer, Philip;Schnellenbach-Held, Martina;Petzold, Frank;Borrmann, André;König, Markus
Evaluation of Building Design Variants in Early Phases on the Basis of Adaptive Detailing Strategies
Buildings
2026
16
4
685

Gao, Maggie Y.;Li, Chao;Petzold, Frank;Tiong, Robert L. K.;Yang, Yaowen
Lifecycle framework for AI-driven parametric generative design in industrialized construction
Automation in Construction
2025
174
106146

Memis, Ilayda;Förster, Nick;Petzold, Frank
A Spatial Framework for Human Control in Shared Intelligent Environments
Meta-Responsive Approaches
2025

Förster, Nick;Drechsel, Matti;Schubert, Gerhard;Petzold, Frank
Playful Reconfigurations: Learning, Making, and Playing Geogames for Urban Participation
Urban Planning
2025
11

Hussain Shah, Syed Ashfaq; Petzold, Frank
Survey data of teaching and guiding RDM to next generation researchers
25.11.2025

Hussain Shah, Syed Ashfaq; Petzold, Frank
Survey data of teaching and guiding DMP (Data Management Plan) to next generation researchers
18.11.2025

Pestriakova, Ekaterina;Schubert, Gerhard;Petzold, Frank
Navigating Design Space in the Creative Process: Integrating machine learning for structured exploration avoiding design fixation
2025

Memis, Ilayda;Schubert, Gerhard;Petzold, Frank
Architectural Interfaces for Shared Spaces: A Multi-User Perspective on Intelligent Environment Interactions
CAAD Futures 2025 – Catalytic Interfaces: Conference Proceedings
2025

Borrmann, A.; Biswanath, M.; Braun, A.; Zhaiyu, C.; Cremers, D.; Heeramaglore, M.; Hoegner, L.; Mehranfar, M.; Kolbe, T.; Petzold, F.; Rueda, A.; Solonets, S.; Zhu, Z.
Artificial Intelligence for the Automated Creation of Multi-scale Digital Twins of the Built World—AI4TWINNING
233--247
Lecture Notes in Geoinformation and Cartography
Springer Nature Switzerland
2024