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Data-driven building energy efficiency prediction using physics-informed neural networks

Data-driven building energy efficiency prediction using physics-informed neural networks

Vasilis Michalakopoulos
Sotiris Pelekis
Giorgos Kormpakis
Vagelis Karakolis
S. Mouzakitis
D. Askounis
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Papers citing "Data-driven building energy efficiency prediction using physics-informed neural networks"

2 / 2 papers shown
Title
A Machine Learning-Based Framework for Clustering Residential Electricity Load Profiles to Enhance Demand Response Programs
A Machine Learning-Based Framework for Clustering Residential Electricity Load Profiles to Enhance Demand Response Programs
Vasilis Michalakopoulos
Elissaios Sarmas
Ioannis Papias
Panagiotis Skaloumpakas
Vangelis Marinakis
H. Doukas
13
10
0
31 Oct 2023
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance
Sotiris Pelekis
Evangelos Karakolis
Francisco Silva
Vasileios Schoinas
S. Mouzakitis
Georgios Kormpakis
N. Amaro
J. Psarras
AI4TS
43
15
0
25 Feb 2023