Katarina Katić

Accuracy of different machine learning algorithms and added-value of predicting aggregated-level energy performance of commercial buildings

Shalika Walker, Waqas Khan, Katarina Katić et al. · Energy and Buildings · 2019 · 179 citations · Full text

Machine learning algorithms applied to a prediction of personal overall thermal comfort using skin temperatures and occupants' heating behavior

Katarina Katić, Rongling Li, Wim Zeiler · Applied Ergonomics · 2020 · 90 citations

Engineering, Machine Learning, Data Science +12

Neural network based predictive control of personalized heating systems

Katarina Katić, Rongling Li, Jacob Verhaart et al. · Energy and Buildings · 2018 · 66 citations · Full text

Improving energy self-sufficiency of a renovated residential neighborhood with heat pumps by analyzing smart meter data

Shalika Walker, Vince Bergkamp, Dujuan Yang et al. · Energy · 2021 · 13 citations · Full text

Thermophysiological models: a first comparison

Katarina Katić, Wim Zeiler, G. Boxem · TU/e Research Portal (Eindhoven University of Technology) · 2014 · 11 citations

Engineering, Social Sciences, Built Environment +19