Smart Wi-Fi physics-informed thermostat enabled estimation of residential passive solar heat gain for any residence

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping

Rich Caruana, Steve Lawrence, C. Lee Giles · 2000 · 872 citations

Computing, Computer Science, Artificial Intelligence +12

Search for the optimal window-to-wall ratio in office buildings in different European climates and the implications on total energy saving potential

Francesco Goia · Solar Energy · 2016 · 311 citations

Architecture, Architectural Engineering, Building Science +17

Review on energy savings by solar control techniques and optimal building orientation for the strategic placement of façade shading systems

L.G. Valladares-Rendón, Gerd Schmid, Shang‐Lien Lo · Energy and Buildings · 2016 · 185 citations

Architecture, Architectural Engineering, Building Science +17