Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Dive into the research topics where Florian Noichl is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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AUTOMATED STEEL STRUCTURE MODEL RECONSTRUCTION THROUGH POINT CLOUD INSTANCE SEGMENTATION AND PARAMETRIC SHAPE FITTING
Noichl, F., Pan, Y. & Borrmann, A., 2025, In: Journal of Information Technology in Construction. 30, p. 1099-1122 24 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Zero-Shot Learning with Vision-Language Models for Estimating Building Energy Efficiency from Street View Images
Pan, Y., Lu, L., Wang, M., Reja, V. K., Noichl, F., Borrmann, A. & Brilakis, I., 2025, Computing in Civil Engineering 2025: Resilient, Robotic, and Educational Systems - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2025. Jafari, A. & Zhu, Y. (eds.). American Society of Civil Engineers (ASCE), p. 254-262 9 p. (Computing in Civil Engineering 2025: Resilient, Robotic, and Educational Systems - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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From purpose to technology: A requirements-driven approach to designing digital twin implementations
Noichl, F., Collins, F. C., Pan, Y., Mafipour, M. S., Mehranfar, M. & Borrmann, A., 23 Sep 2024, Digital Twins in Construction and the Built Environment. American Society of Civil Engineers (ASCE), p. 91-130 40 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
2 Scopus citations -
From Purpose to Technology: A Requirements-Driven Approach to Designing Digital Twin Implementations
Noichl, F., Collins, F. C., Pan, Y., Mafipour, M. S., Mehranfar, M. & Borrmann, A., 1 Oct 2024, Digital Twins in Construction and the Built Environment. Jebelli, H., Asadi, S., Mutis, I., Liu, R. & Cheng, J. (eds.). American Society of Civil Engineers (ASCE), p. 91-130 40 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Leveraging Spatial Orientation of Extruded Profiles for Point Cloud Instance Segmentation and Instance Enrichment in Structural Systems
Noichl, F., Braun, A. & Borrmann, A., 2024, Computing In Civil Engineering 2024: Building Information Modeling, Digital Twins, and Simulation and Visualization - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2024. Akinci, B., Berges, M., Jazizadeh, F., Menassa, C. C. & Yeoh, J. (eds.). American Society of Civil Engineers (ASCE), p. 617-624 8 p. (Computing In Civil Engineering 2024: Building Information Modeling, Digital Twins, and Simulation and Visualization - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review