Zheng O’Neill

Solar radiation prediction using recurrent neural network and artificial neural network: A case study with comparisons

Zhihong Pang, Fuxin Niu, Zheng O’Neill · Renewable Energy · 2020 · 309 citations · Full text

Solar Variability, Machine Learning, Data Science +12

A methodology for meta-model based optimization in building energy models

Bryan Eisenhower, Zheng O’Neill, Satish Narayanan et al. · Energy and Buildings · 2011 · 257 citations

Energy Models, Engineering, Energy-efficient Design +9

An Optimal and Learning-Based Demand Response and Home Energy Management System

Dong Zhang, Shuhui Li, Min Sun et al. · IEEE Transactions on Smart Grid · 2016 · 254 citations

Engineering, Machine Learning, Energy Efficiency +17

Ten questions concerning occupant health in buildings during normal operations and extreme events including the COVID-19 pandemic

Mohamad Awada, Burçin Becerik-Gerber, Simi Hoque et al. · Building and Environment · 2020 · 246 citations · Full text

Occupant Health, Normal Operations, Workplace Health Surveillance +8

Comparisons of inverse modeling approaches for predicting building energy performance

Yuna Zhang, Zheng O’Neill, Bing Dong et al. · Building and Environment · 2015 · 194 citations

Built Environment, Engineering, Energy Management +10