Extended mathematical derivations for the decentralized loss minimization algorithm with the use of inverters. - Ilgiz Murzakhanov; Spyros Chatzivasileiadis (CoRR, 2020)

Decentralized Model-free Loss Minimization in Distribution Grids with the Use of Inverters. - Ilgiz Murzakhanov; Spyros Chatzivasileiadis (CoRR, 2020)

Neural network interpretability for forecasting of aggregated renewable generation. - Yucun Lu; Ilgiz Murzakhanov; Spyros Chatzivasileiadis (SmartGridComm, 2021)

Priority Lists for Power System Investments: Locating Phasor Measurement Units. - Ilgiz Murzakhanov; David Pozo (CoRR, 2021)

A Novel Decentralized Inverter Control Algorithm for Loss Minimization and LVRT Improvement. - Ilgiz Murzakhanov; Mirle Vishwanath Gururaj; Vemalaiah Kasi; Garima Prashal; Spyros Chatzivasileiadis; Narayana Prasad Padhy (CoRR, 2022)

Interpretable Machine Learning for Power Systems: Establishing Confidence in SHapley Additive exPlanations. - Robert I. Hamilton; Jochen Stiasny; Tabia Ahmad; Samuel Chevalier; Rahul Nellikkath; Ilgiz Murzakhanov; Spyros Chatzivasileiadis; Panagiotis N. Papadopoulos (CoRR, 2022)

Code for the Decentralized Model-free Loss Minimization in Distribution Grids with the Use of Inverters. - Ilgiz Murzakhanov (IEEE DataPort, 2022)

Code for a Novel Decentralized Inverter Control Algorithm for Loss Minimization and LVRT Improvement. - Ilgiz Murzakhanov; Mirle Vishwanath Gururaj; Vemalaiah Kasi; Garima Prashal (IEEE DataPort, 2022)

Physics Informed Neural Networks for Phase Locked Loop Transient Stability Assessment. - Rahul Nellikkath; Andreas Venzke; Mohammad Kazem Bakhshizadeh; Ilgiz Murzakhanov; Spyros Chatzivasileiadis (CoRR, 2023)

GPU-Accelerated Verification of Machine Learning Models for Power Systems. - Samuel Chevalier; Ilgiz Murzakhanov; Spyros Chatzivasileiadis (HICSS, 2024)

Optimal Design of Volt/VAR Control Rules for Inverter-Interfaced Distributed Energy Resources. - Ilgiz Murzakhanov; Sarthak Gupta; Spyros Chatzivasileiadis; Vassilis Kekatos (IEEE Trans. Smart Grid, 2024)