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Author

Petros Ellinas

Observed name: Ellinas, Petros
ORCID: 0000-0002-5469-5667
Observed ORCID: 0000-0002-5469-5667
OpenAlex ID: A5075994389
A hybrid quantum–classical algorithm for mixed-integer optimization in power systems
2024 · Petros Ellinas, Samuel Chevalier, et al. · Electric Power Systems Research · 20
Decision-focused learning under decision dependent uncertainty for power systems with price-responsive demand
2024 · Petros Ellinas, Vassilis Kekatos, et al. · Electric Power Systems Research · 17
Operating peer-to-peer electricity markets under uncertainty via learning-based, distributed optimal control
2023 · Georgios Tsaousoglou, Petros Ellinas, et al. · Applied Energy · 16
Physics-informed machine learning for power system dynamics: A framework incorporating trustworthiness
2025 · Petros Ellinas, Ioannis Karampinis, et al. · Sustainable Energy Grids and Networks · 13
Distributed sequential optimal power flow under uncertainty in power distribution systems: A data-driven approach
2024 · Georgios Tsaousoglou, Petros Ellinas, et al. · Electric Power Systems Research · 13
Distributed Sequential Optimal Power Flow under Uncertainty in Power Distribution Systems: A Data-driven Approach
2022 · Georgios Tsaousoglou, Petros Ellinas, et al. · 4
Safety Screening for Voltage Control in Active Distribution Grids via Distributionally Robust Conformal Screening
2026 · Bouchkati, Sarra, Ellinas, Petros, et al. · arXiv (Cornell University)
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RAPTOR: RAndom-projection Physics-informed Transient sOlveR
2026 · Ellinas, Petros, Vilmann, Benjamin, et al. · arXiv (Cornell University)
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Tools to Explain Neural Networks for Power System Dynamics
2026 · Ellinas, Petros, Vorwerk, Johanna, et al. · arXiv (Cornell University)
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Neural operators for power systems: A physics-informed framework for modeling power system components
2026 · Ioannis Karampinis, Petros Ellinas, et al. · Electric Power Systems Research
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elpetros99/GridLens: First version for security screening
2026 · Petros Ellinas · Zenodo (CERN European Organization for Nuclear Research)
elpetros99/ElectroDynJAX: First version of ElectroDynJax
2026 · Petros Ellinas · Zenodo (CERN European Organization for Nuclear Research)
Impact of Cross-Border Flow Forecast Alignment on Flow-Based Market Coupling Efficiency
2026 · Julius Steensberg, Soren Nielsen Sardemann, et al. · IEEE Transactions on Energy Markets Policy and Regulation
Verification and Validation of Physics-Informed Surrogate Component Models for Dynamic Power-System Simulation
2026 · Ellinas, Petros, Chaudhuri, Indrajit, et al. · arXiv (Cornell University)
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Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels
2026 · Nguyen, Khai, Ellinas, Petros, et al. · arXiv (Cornell University)
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Trustworthy Machine Learning for Power System Dynamics
2026 · Ellinas, Petros · DTU Data
A hybrid Quantum-Classical Algorithm for Mixed-Integer Optimization in Power Systems
2024 · Ellinas, Petros, Chevalier, Samuel, et al. · arXiv (Cornell University)
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Correctness Verification of Neural Networks Approximating Differential Equations
2024 · Ellinas, Petros, Nellikath, Rahul, et al. · arXiv (Cornell University)
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A hybrid Quantum-Classical Algorithm for Mixed-Integer Optimization in Power Systems
2023 · Petros Ellinas
PDF
Distributed Sequential Optimal Power Flow under Uncertainty in Power Distribution Systems: A Data-driven Approach
2022 · Georgios Tsaousoglou, Petros Ellinas, et al.
PDF
Works count: 22
Citation count: 86
H-index: 5
I10-index: 5
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