Evangelos Karakolis

National Technical University of Athens — Greece

Engineering · Physical Sciences

11h-index311citations42works5.42yr avg
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Research Topics

Energy Load and Power Forecasting(15), Smart Grid Energy Management(7), Recommender Systems and Techniques(4), Electric Vehicles and Infrastructure(4), Cloud Computing and Resource Management(3)

Publications42 total

Renewable hydrogen blending into urban natural gas grids with power-to-gas: A techno-economic assessment for Greece
International Journal of Hydrogen Energy·2025· 5 citedOpen Access
Adversarial machine learning: a review of methods, tools, and critical industry sectors
Artificial Intelligence Review·2025· 22 citedOpen Access
AI4EF: Artificial Intelligence for Energy Efficiency in the building sector
SoftwareX·2025· 6 citedOpen Access
A Trustworthy By Design Classification Model for Building Energy Retrofit Decision Support
ArXiv.org·2025Open Access
DeployAI: AI-on-Demand Platform and Marketplace for Industrial Applications within Europe
IFIP advances in information and communication technology·2025
AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector
arXiv (Cornell University)·2024· 2 citedOpen Access
Trustworthy artificial intelligence in the energy sector: Landscape analysis and evaluation framework
arXiv (Cornell University)·2024· 1 citedOpen Access
Towards Innovative Power-to-Gas Investments in Greece: Novel Simulation Scenarios and Assessment Framework
2024· 1 citedOpen Access
Enhancing Green Financing Through AI Analytics and Cross-Domain Data Sharing
2024· 3 cited
Trustworthy Artificial Intelligence in the Energy Sector: Landscape Analysis and Evaluation Framework
2024· 5 cited
Application and Evaluation of a Blockchain-Centric Platform for Smart Badge Accreditation in Higher Education Institutions
Applied Sciences·2024· 6 citedOpen Access
DeepTSF: Codeless machine learning operations for time series forecasting
SoftwareX·2024· 19 citedOpen Access
Enhancing Decision Support Systems for the Energy Sector with Sustainable Artificial Intelligence Solutions
Lecture notes in networks and systems·2024· 5 cited
The Big Data Value Chain for the Provision of AI-Enabled Energy Analytics Services
Learning and analytics in intelligent systems·2024
Transfer Learning for Day-Ahead Load Forecasting: A Case Study on European National Electricity Demand Time Series
Mathematics·2023· 14 citedOpen Access
A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers
Sustainable Energy Grids and Networks·2023· 29 citedOpen Access
Targeted demand response for flexible energy communities using clustering techniques
Sustainable Energy Grids and Networks·2023· 44 citedOpen Access
DeepTSF: Codeless machine learning operations for time series forecasting
arXiv (Cornell University)·2023· 3 citedOpen Access
A Unified Framework for Querying Dynamic and Semantic Data Sources
2023· 2 citedOpen Access
"TWINP2G: A DIGITAL TWIN ARCHITECTURE FOR OPTIMAL POWER-TO-GAS PLANNING"
2023· 2 citedOpen Access
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Frequent Co-authors

Sotiris Pelekis(29), Spiros Mouzakitis(19), Dimitris Askounis(18), Panagiotis Kapsalis(12), Christos Ntanos(12), Georgios Kormpakis(12), Ourania Markaki(8), John Psarras(6), Αlexandros Menelaos Tzortzis(6), Theodosios Pountridis(5), Panagiotis Kokkinakos(5), Konstantinos Alexakis(5), John Psarras(5), Dimitris Askounis(5), Ariadni Michalitsi-Psarrou(5), Evangelos Spiliotis(4), Stavros Skalidakis(4), Christos Kontzinos(4), Afroditi Blika(4), George A. Lampropoulos(4)