Projects per year
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 -
SDG 12 Responsible Consumption and Production
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Dive into the research topics where Julia K. Kaltenegger 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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Projects
- 1 Active
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Integrating symbolic and subsymbolic AI for multimodal data fusion and enrichment of Building Digital Twins with material performance data
Petrova, E. (Project Manager), Pauwels, P. (Project member) & Kaltenegger, J. K. (Project member)
1/01/24 → 31/12/27
Project: First tier
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An ontology-driven framework for digital transformation and performance assessment of building materials
Kaltenegger, J. K. (Corresponding author), Frandsen, K. M. & Petrova, E., 1 Mar 2025, In: Building and Environment. 271, 20 p., 112565.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Link opens in a new tab Citations (Scopus)74 Downloads (Pure) -
BIM-based material property enrichment using text-based and ontology-based semantic similarity matching
Forth, K., Kaltenegger, J. K., Petrova, E. & De Wolf, C., 2025, Proceedings of the Sustainable Built Environment Conference . ETH Zürich, 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile19 Downloads (Pure) -
Multimodal data processing for building material property predictions
Kaltenegger, J. K., Petrova, E., Borrmann, A. & Pauwels, P., 2025, Proceedings of the 2025 European Conference on Computing in Construction & CIB W78 Conference on IT in Construction. Petrova, E., Srećković, M., Meda, P., Soman, R. K., Beetz, J., McArthur, J. & D. H. (eds.). European Council on Computing in Construction (EC3), 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile29 Downloads (Pure) -
A conceptual system architecture for enriching Digital Twins with material performance data using symbolic and sub-symbolic Artificial Intelligence.
Kaltenegger, J. K., Petrova, E., Borrmann, A. & Pauwels, P., 13 Jun 2024.Research output: Contribution to conference › Poster
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A data management perspective on building material classification: A systematic review
Kaltenegger, J. (Corresponding author), Frandsen, K. M. & Petrova, E., 1 Sept 2024, In: Journal of Building Engineering. 92, X, 28 p., 109172.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Link opens in a new tab Citations (Scopus)296 Downloads (Pure)
Activities
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European Conference on Computing in Construction EC3 2025
Kaltenegger, J. K. (Assistant curator)
6 Jul 2025 → 18 Jul 2025Activity: Participating in or organising an event types › Conference › Scientific
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Neuro-symbolic AI for enriching Digital Twins with material performance data
Kaltenegger, J. K. (Speaker)
16 May 2025Activity: Talk or presentation types › Invited talk › Professional
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Advanced Engineering Informatics (Journal)
Kaltenegger, J. K. (Peer reviewer)
29 Apr 2025Activity: Publication peer-review and editorial work types › Publication peer-review › Scientific
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Technische Universität München
Kaltenegger, J. K. (Visiting researcher)
10 Mar 2025 → 10 Jun 2025Activity: Visiting an external institution types › Visiting an external academic institution › Scientific
Courses
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Digital Built Environment
Petrova, E., Kaltenegger, J. K., Pauwels, P. & Sarabi, S. 1/09/24 → 31/08/27
Course
Thesis
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ROTUNDORO A web-based decision support tool for building refurbishment: Insulation material assessment using engineering evaluation method and potential consumer adoption, for owner-occupied Dutch housing refurbishment
Kaltenegger, J. K. (Author), Arentze, T. A. (Supervisor 1), Ossokina, I. V. (Supervisor 2), de Vries, B. (Supervisor 2) & Pauwels, P. (Supervisor 2), 30 Nov 2021Student thesis: Master
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