Sotirios Athanasoulias

National Technical University of Athens — Greece

Engineering · Physical Sciences

6h-index113citations19works2.22yr avg
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Research Topics

Smart Grid Energy Management(7), Building Energy and Comfort Optimization(2), IoT and Edge/Fog Computing(2), Energy Load and Power Forecasting(2), Smart Cities and Technologies(2)

Publications19 total

Exploring perspectives on AI adoption for smart energy: bridging lived practices and expert insights from Greek homes
i-com·2025Open Access
Isomorphic structured pruning of temporal CNNs for scalable NILM on edge devices
Energy Reports·2025Open Access
Edge-Optimized Non-Intrusive Load Monitoring Using Dependency Graph-Based Structural Pruning
2025
Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series
arXiv (Cornell University)·2025Open Access
A Developers’ Guide to Energy Futures: A Theoretical and Methodological Framework Towards Socially Smart Technologies
SSRN Electronic Journal·2025Open Access
Living with Future AI: Studying Experience, Attitudes and Expectations of Greek Smart Home Users
Progress in IS·2025· 1 cited
Isomorphic Structured Pruning of Temporal Cnns for Scalable Nilm on Edge Devices
SSRN Electronic Journal·2025Open Access
Exploring perspectives on AI adoption for smart energy: bridging lived practices and expert insights from Greek homes
Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V·2025Open Access
Towards edge-computed NILM: Insights from a Mediterranean Use Case
2024· 2 citedOpen Access
Author Correction: The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece
Scientific Data·2024Open Access
Community-driven Smart EV charging With Multi-Agent Deep Reinforcement Learning
2024· 2 cited
A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices
2024· 5 cited
The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece
Scientific Data·2024· 19 citedOpen Access
Designing SafeMap Based on City Infrastructure and Empirical Approach: Modified A-Star Algorithm for Earthquake Navigation Application
2023· 10 citedOpen Access
OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation
IEEE Transactions on Consumer Electronics·2023· 13 citedOpen Access
An interoperable and cost-effective IoT-based Framework for Household Energy Monitoring and Analysis
2023· 6 citedOpen Access
Performance-Aware NILM Model Optimization for Edge Deployment
IEEE Transactions on Green Communications and Networking·2023· 42 citedOpen Access
Autonomous Visual Navigation A Biologically Inspired Approach
arXiv (Cornell University)·2022Open Access
A First Approach using Graph Neural Networks on Non-Intrusive-Load-Monitoring
2022· 13 citedOpen Access

Frequent Co-authors

Nikolaos Ipiotis(11), Nikolaos Doulamis(8), Anastasios Doulamis(7), Stavros Sykiotis(5), Fernanda Guasselli(4), Nikos Temenos(4), Maria Kaselimi(3), Lina Stanković(3), Vladimir Stanković(3), Athina Katsari(3), Isidoros Kokos(3), Britta Essing(3), Anastasios Doulamis(2), Nikolaos Temenos(2), Ioannis Rallis(2), Dominik Pins(2), Alexander Boden(2), Ilias Kappos(2), Pedro Antonio Garcia-Abadillo Navaro(2), Eftychios Protopapadakis(1)