Kernel-Based Learning for Smart Inverter Control. - Aditie Garg; Mana Jalali; Vassilis Kekatos; Nikolaos Gatsis (GlobalSIP, 2018)

Designing Reactive Power Control Rules for Smart Inverters Using Support Vector Machines. - Mana Jalali; Vassilis Kekatos; Nikolaos Gatsis; Deepjyoti Deka (IEEE Trans. Smart Grid, 2020)

Inferring Power System Frequency Oscillations using Gaussian Processes. - Mana Jalali; Vassilis Kekatos; Siddharth Bhela; Hao Zhu 001 (CDC, 2021)

Inferring power system dynamics from synchrophasor data using Gaussian processes. - Mana Jalali; Vassilis Kekatos; Siddharth Bhela; Hao Zhu 001; Virgilio Centeno (CoRR, 2021)

Fast Probabilistic Hosting Capacity Analysis for Active Distribution Systems. - Sina Taheri; Mana Jalali; Vassilis Kekatos; Lang Tong 001 (IEEE Trans. Smart Grid, 2021)

Gaussian Processes for Power System Monitoring, Optimization, and Planning. - Mana Jalali (2022)

Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes. - Mana Jalali; Manish Kumar Singh 005; Vassilis Kekatos; Georgios B. Giannakis; Chen-Ching Liu (IEEE Trans. Smart Grid, 2023)