Ilgiz Murzakhanov

12 papers Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	GPU-Accelerated Verification of Machine Learning Models for Power Systems. HICSS Samuel Chevalier, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
2024	J	`jnl`	Optimal Design of Volt/VAR Control Rules for Inverter-Interfaced Distributed Energy Resources. IEEE Trans. Smart Grid Ilgiz Murzakhanov, Sarthak Gupta, Spyros Chatzivasileiadis, Vassilis Kekatos
2023	J	`jnl`	GPU-Accelerated Verification of Machine Learning Models for Power Systems. CoRR Samuel Chevalier, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
2023	J	`jnl`	Physics Informed Neural Networks for Phase Locked Loop Transient Stability Assessment. CoRR Rahul Nellikkath, Andreas Venzke, Mohammad Kazem Bakhshizadeh, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
2022	J	`jnl`	A Novel Decentralized Inverter Control Algorithm for Loss Minimization and LVRT Improvement. CoRR Ilgiz Murzakhanov, Mirle Vishwanath Gururaj, Vemalaiah Kasi, Garima Prashal, Spyros Chatzivasileiadis, Narayana Prasad Padhy
2022	J	`jnl`	Interpretable Machine Learning for Power Systems: Establishing Confidence in SHapley Additive exPlanations. CoRR Robert I. Hamilton, Jochen Stiasny, Tabia Ahmad, Samuel Chevalier, Rahul Nellikkath, Ilgiz Murzakhanov, Spyros Chatzivasileiadis, Panagiotis N. Papadopoulos
2022	J	`jnl`	Optimal Design of Volt/VAR Control Rules for Inverter-Interfaced Distributed Energy Resources. CoRR Ilgiz Murzakhanov, Sarthak Gupta, Spyros Chatzivasileiadis, Vassilis Kekatos
2021	—	`conf`	Neural network interpretability for forecasting of aggregated renewable generation. SmartGridComm Yucun Lu, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
2021	J	`jnl`	Neural network interpretability for forecasting of aggregated renewable generation. CoRR Yucun Lu, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
2021	J	`jnl`	Priority Lists for Power System Investments: Locating Phasor Measurement Units. CoRR Ilgiz Murzakhanov, David Pozo
2020	J	`jnl`	Decentralized Model-free Loss Minimization in Distribution Grids with the Use of Inverters. CoRR Ilgiz Murzakhanov, Spyros Chatzivasileiadis
2020	J	`jnl`	Extended mathematical derivations for the decentralized loss minimization algorithm with the use of inverters. CoRR Ilgiz Murzakhanov, Spyros Chatzivasileiadis