12 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 2 cited
Energy Prediction using Federated Learning
Meghana Bharadwaj, Sanjana Sarda
In this work, we demonstrate the viability of using federated learning to successfully predict energy consumption as well as solar production for all households within a certain ne…
eess.SY2022★ 12 cited
Predicting Electricity Infrastructure Induced Wildfire Risk in California
Mengqi Yao, Meghana Bharadwaj, Zheng Zhang +2
This paper examines the use of risk models to predict the timing and location of wildfires caused by electricity infrastructure. Our data include historical ignition and wire-down…