Research output per year
Research output per year
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Dive into the research topics where Gerald Schweiger is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Constructing Neural Network-Based Models for Simulating Dynamical Systems
Legaard, C. M., Schranz, T., Schweiger, G., Drgoňa, J., Falay, B., Gomes, C., Iosifidis, A., Abkar, M. & Larsen, P. G., 2 Nov 2021, In: arXiv.org e-Print archive.Research output: Contribution to journal › Article
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Coupling physical and machine learning models: case study of a single-family house
Falay, B., Wilfling, S., Qamar F.S. Alfalouji, Q. F. S. A., Exenberger, J., Schranz, T., Møldrup Legaard, C., Leusbrock, I. & Schweiger, G., 27 Sep 2021, Proceedings of 14th Modelica Conference 2021. Sjölund, M., Buffoni, L., Pop, A. & Ochel, L. (eds.). Linköping, p. 335-341 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Data shortage for urban energy simulations? An empirical survey on data availability and enrichment methods using machine learning
Schweiger, G., Exenberger, J., Malhotra, A., Schranz, T., Boiger, T., Van Treeck, C. & O'Donnell, J., 6 Aug 2021, Workshop on Intelligent Computing in Engineering. Borrmann, J., Borrmann, A., Ungureanu, L-C. & Hartmann, T. (eds.). Universitätsverlag der TU Berlin, p. 301-309 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Energie System Analyse: Herausforderungen für digitale Werkzeuge zur Transformation urbaner Energiesysteme
Mach, T., Edtmayer, H., Schweiger, G., Monsberger, M., Fochler, L-M. & Heimrath, R., Sep 2021, In: Österreichische Ingenieur- und Architekten-Zeitschrift. 2021, 166, 8 p.Research output: Contribution to journal › Article › peer-review
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Energy Prediction under Changed Demand Conditions: Robust Machine Learning Models and Input Feature Combinations
Schranz, T., Exenberger, J., Møldrup Legaard, C., Drgoňa, J. & Schweiger, G., Sep 2021, Proceedings of the 17th International Conference of the International Building Performance Simulation Association (Building Simulation 2021). 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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BEYOND - Virtual Reality enabled energy services for smart energy systems
Pirker, J., Schweiger, G. & Hopfe, C. J.
1/11/21 → 31/10/23
Project: Research project
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UserGrids - User-centred intelligent control and planning of sustainable microgrids
Getzinger, G., Monsberger, M., Mach, T., Kelz, G., Hochenauer, C., Horn, M. & Schweiger, G.
1/03/21 → 29/02/24
Project: Research project
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NextHyb2 - Next Generation hybrider2 Modelling for Analysis and Optimization of integrated intelligent Energy Systems
1/02/21 → 31/01/22
Project: Research project
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I-GReta - Intelligent FIWare-Based Generic Energy Storage Services for Environmentally Responsible Communities and Cities
1/12/20 → 30/11/23
Project: Research project