Georgios Kormpakis

National Technical University of Athens — Greece

Engineering · Physical Sciences

7h-index111citations18works5.52yr avg
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Research Topics

Smart Grid Energy Management(6), Energy Load and Power Forecasting(5), Advanced Battery Technologies Research(2), Electric Vehicles and Infrastructure(2), Hybrid Renewable Energy Systems(2)

Publications18 total

Holistic framework for household energy management services
2025· 2 cited
AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector
arXiv (Cornell University)·2024· 2 citedOpen Access
Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem
arXiv (Cornell University)·2024Open Access
Enhancing Green Financing Through AI Analytics and Cross-Domain Data Sharing
2024· 3 cited
Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem
2024· 7 cited
DeepTSF: Codeless machine learning operations for time series forecasting
SoftwareX·2024· 19 citedOpen Access
Energy Sector Digitilisation: A Security Framework Application for Role-Based Access Management
2023· 9 cited
"TWINP2G: A DIGITAL TWIN ARCHITECTURE FOR OPTIMAL POWER-TO-GAS PLANNING"
2023· 2 citedOpen Access
The I-NERGY Reference Architecture for the Provision of Next Generation Energy Services through Artificial Intelligence
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
"TWINP2G: A DIGITAL TWIN ARCHITECTURE FOR OPTIMAL POWER-TO-GAS PLANNING"
2023· 2 citedOpen Access
"THE I-NERGY REFERENCE ARCHITECTURE FOR THE PROVISION OF NEXT GENERATION ENERGY SERVICES THROUGH ARTIFICIAL INTELLIGENCE"
2023Open Access
"THE I-NERGY REFERENCE ARCHITECTURE FOR THE PROVISION OF NEXT GENERATION ENERGY SERVICES THROUGH ARTIFICIAL INTELLIGENCE"
2023· 2 cited
Enabling Maritime Digitalization by Extreme-Scale Analytics, AI and Digital Twins: The Vesselai Architecture
Lecture notes in networks and systems·2022· 12 cited
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance
Zenodo (CERN European Organization for Nuclear Research)·2022· 2 citedOpen Access
An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics
2022· 20 citedOpen Access
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance
2022· 20 citedOpen Access
Intelligent Querying for Implementing Building Aggregation Pipelines
2022· 8 cited
I-NERGY: Delivering the next-generation Artificial Intelligence services for the Energy Sector
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access

Frequent Co-authors

Sotiris Pelekis(13), Evangelos Karakolis(12), Spiros Mouzakitis(6), Vangelis Marinakis(5), Christos Ntanos(5), Panagiotis Kapsalis(4), Dimitris Askounis(4), Elissaios Sarmas(4), Konstantinos Alexakis(3), Alexios Lekidis(3), Filippos Serepas(3), Nikos Dimitropoulos(3), John Psarras(3), Vasilis Michalakopoulos(3), F.J.G. Silva(2), Vasileios Schoinas(2), Nuno Amaro(2), Zoi Mylona(2), Ioannis Papias(2), George Stravodimos(2)