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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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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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 AccessFile13 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 AccessFile5 Citations (Scopus)79 Downloads (Pure) -
An ontology-based framework for building material performance assessment
Kaltenegger, J. K., Meyer Frandsen, K., Petrova, E. & Pauwels, P., Aug 2024, p. 35. 38 p.Research output: Contribution to conference › Abstract › Academic
Open Access -
Evaluation of methods for AI-enabled material property predictions
Kaltenegger, J. K., Sept 2024, (Unpublished).Research output: Contribution to conference › Abstract › Academic
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
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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