2024
- Bestandserfassung mithilfe von Computer Vision Methoden – 18. In: Künstliche Intelligenz im Bauwesen. Springer Fachmedien Wiesbaden, 2024, 309-326 mehr…
- MSFD-Net: A Multiscale Spatial Feature Descriptor Network for Semantic Segmentation of Large-Scale Bridge Point Clouds. Journal of Information Technology in Construction 29, 2024, 914-934 mehr…
- From Purpose to Technology: A Requirements-Driven Approach to Designing Digital Twin Implementations – 5. In: Digital Twins in Construction and the Built Environment. American Society of Civil Engineers, 2024, 91-130 mehr…
2023
- Automated Geometric Digital Twinning of Bridges from Segmented Point Clouds by Parametric Prototype Models. Automation in Construction 156, 2023 mehr…
- Heuristic optimization for digital twin modeling of existing bridges from point cloud data by parametric prototype models. Proc. of the ASCE International Conference on Computing in Civil Engineering, 2023 mehr…
- Digitalization of 2D Bridge Drawings Using Deep Learning Models. Proc. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2023 mehr…
- From enriched point cloud to structural and MEP models: An automated approach to create semantic-geometric models for industrial facilities. Proc. of the ASCE International Conference on Computing in Civil Engineering, 2023 mehr…
2022
- Technologien zur Generierung digitaler Zwillinge als Grundlage für Betrieb und Instandhaltung baulicher Infrastruktur. Lehrstuhl für Computergestützte Modellierung und Simulation, Technische Universität München, 2022, mehr…
- Digital twinning of bridges from point cloud data by deep learning and parametric models. Proc. of European Conference on Product and Process Modeling 2022, 2022 mehr…
- Semantic Segmentation of Real and Synthetic Point Cloud Data for Digital Twinning of Bridges. Proceedings of 33. Forum Bauinformatik, 2022 mehr…
- Creating digital twins of existing bridges through AI-based methods. Proc. of the IABSE Symposium – Challenges for Existing and Oncoming Structures, 2022 mehr…
- Enriching Point Features to Improve Semantic Segmentation of Point Clouds. Proceedings of 33. Forum Bauinformatik, 2022 mehr…
- TwinGen: Advanced technologies to automatically generate digital twins for operation and maintenance of existing bridges. Proc. of European Conference on Product and Process Modeling 2022, 2022 mehr…
2021
- Towards applicable Scan-to-BIM and Scan-to-Floorplan: An end-to-end experiment. Proc. of the 32th Forum Bauinformatik, 2021 mehr…
- Deriving Digital Twin Models of Existing Bridges from Point Cloud Data Using Parametric Models and Metaheuristic Algorithms. Proc. of the EG-ICE Conference 2021, 2021 mehr…