Petros Ellinas

According to our database, Petros Ellinas authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Verification and Validation of Physics-Informed Surrogate Component Models for Dynamic Power-System Simulation.

Petros Ellinas, Indrajit Chaudhuri, Johanna Vorwerk, Spyros Chatzivasileiadis

CoRR, March, 2026

Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels.

Khai Nguyen, Petros Ellinas, Anvita Bhagavathula, Priya L. Donti

CoRR, March, 2026

2025

Neural Operators for Power Systems: A Physics-Informed Framework for Modeling Power System Components.

Ioannis Karampinis, Petros Ellinas, Johanna Vorwerk, Spyros Chatzivasileiadis

CoRR, November, 2025

Toolbox for Developing Physics Informed Neural Networks for Power Systems Components.

Ioannis Karampinis, Petros Ellinas, Ignasi Ventura Nadal, Rahul Nellikkath, Spyros Chatzivasileiadis

CoRR, February, 2025

2024

A hybrid Quantum-Classical Algorithm for Mixed-Integer Optimization in Power Systems.

Petros Ellinas, Samuel Chevalier, Spyros Chatzivasileiadis

CoRR, 2024

Correctness Verification of Neural Networks Approximating Differential Equations.

Petros Ellinas, Rahul Nellikkath, Ignasi Ventura, Jochen Stiasny, Spyros Chatzivasileiadis

CoRR, 2024