| Deep Learning-Based Detection of Machining Features and Tools from CAD-Derived Point Cloud Data | CAM, Deep Learning, Point Cloud | MA | Stavros Nousias |
| Deep Learning-Based Segmentation on CAD models with Mesh driven features | CAD, Deep Learning | MA | Stavros Nousias |
| Modeling and ML-based Property Prediction in Additive Manufacturing | AM, Machine Learning | MA | Luca Bettermann, Martin Slepicka, Fit AG |
| Automated Extraction of Reusable Design Components using Artificial Intelligence | AI/ML, BIM/CAD | MA | Stefan Fuchs, Stavros Nousias, Panagiotis Petropoulakis, Bentley Systems |
| Object Trajectory Prediction using Vision-based Perception in Robotics | Vision-based Machine Learning, Robotics, Sensor integration | MA | Mohab Hassaan, Martin Slepicka |
| Modeling and Simulation of Robotic In-Situ Concreting Using Behavior Trees | Automation, Robotics, Behavior Trees | MA | Maikel Brinkhoff, Panagiotis Petropoulakis |
| A Comparison of Graph-Based Task Allocation and Assignment for Robotic Construction: Properties vs Knowledge | Automation, Graphs, Task planning | MA | Maikel Brinkhoff |
| Meta-Learning for Frequent Pattern Mining in Individual BIM Authoring Logs | personalized pattern; meta-Learning; BIM log mining | MA | Suhyung Jang, Sebastian Esser |
| View-Conditioned LLM for Augmenting Interactive BIM Authoring | multimodal AI; context-aware interaction; LLM-augmented BIM | MA | Suhyung Jang |
| A generalizable BIM logger for recording and replaying detailed BIM authoring process | BIM, Interoperability | MA | Changyu Du, Suhyung Jang, Zihan Deng |
| Semi-Synthetic Dataset of Building Energy Archetypes | LLM, Computer Vision | MA | Agata Dalach, Jose Quesada Allerhand |
| Weather Representation for Black-Box ML in Building Energy Prediction | ML, Energy modeling | MA | Agata Dalach, Jose Quesada Allerhand |
