Development of a probabilistic graphical model for predicting building energy performance

A logical calculus of the ideas immanent in nervous activity

Warren S. McCulloch, Walter Pitts · Bulletin of Mathematical Biology · 1943 · 18K citations

Life Sciences, Neurobiology, Neuroscience +8

Applying support vector machines to predict building energy consumption in tropical region

Bing Dong, Cheng Cao, Siew Eang Lee · Energy and Buildings · 2004 · 795 citations

Architecture, Building Science, Building Performance Simulation +15

Comparison between detailed model simulation and artificial neural network for forecasting building energy consumption

Alberto Hernandez Neto, Flávio Augusto Sanzovo Fiorelli · Energy and Buildings · 2008 · 606 citations

Architecture, Architectural Engineering, Building Science +15

Calibration of building energy models for retrofit analysis under uncertainty

Yeong Hoon Heo, Ruchi Choudhary, G.A. Augenbroe · Energy and Buildings · 2011 · 580 citations

Architecture, Building Science, Civil Engineering +14

Modeling and predicting building's energy use with artificial neural networks: Methods and results

S. Karatasou, M. Santamouris, V. Geros · Energy and Buildings · 2006 · 335 citations

Architecture, Architectural Engineering, Building Science +14