Projects per year
Personal profile
Quote
"Check your mailbox before the auction comes"
Academic background
I have a master in Optics/Photonics from the "Institut d'Optique Théorique et Appliqué" (France), and a master in Image and Signal Processing from Paris-Saclay University.
I then did my PhD in machine learning at INRIA (French national research institute in computer science).
Research profile
My research in the Renovation Explorer project is at the intersection of machine learning and building simulation. This covers topics such as: surrogate modelling, sensitivity analysis, optimization, point cloud analysis, clustering
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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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202012074 Renovatieverkenner
Desmedt, P. (Project Manager), Havinga, L. C. (Project member), Xu, L. (Project member), Kyrou, E. (Project member), Soulios, V. (Project member), Abbas, G. M. (Project member), Cvetkov-Iliev, A. (Project member), Loonen, R. C. G. M. (Project member), Dongelmans, M. (Project member), Hoes, P.-J. (Project member) & Ligtvoet, N. (Project member)
1/01/22 → 31/03/26
Project: Third tier
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MMIP Integrale Energietransitie Bestaande Bouw (IEBB) PPS2001 TKI
Havinga, L. C. (Project Manager), Havinga, L. C. (Project Manager), Soulios, V. (Project member) & Cvetkov-Iliev, A. (Project member)
13/09/19 → 31/12/24
Project: Third tier
Research output
- 1 Report
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The Renovation Explorer - Input Data Report V1.0: Review of available databases for model development
Soulios, V., Cvetkov-Iliev, A., Kyrou, E., Xu, L., Abbas, G. M., Hoes, P.-J., Loonen, R. C. G. M., Havinga, L. C., van den Heuvel, J., Verhoeven, M., Westerbaan, K. & Desmedt, P., 22 Aug 2024, 26 p.Research output: Book/Report › Report › Academic