crossrefEnergies2020-10-12Cited by 99
Methods to Optimize Carbon Footprint of Buildings in Regenerative Architectural Design with the Use of Machine Learning, Convolutional Neural Network, and Parametric Design
Mateusz Płoszaj-Mazurek, Elżbieta Ryńska, Magdalena Grochulska-Salak
The analyzed research issue provides a model for Carbon Footprint estimation at an early design stage. In the context of climate neutrality, it is important to introduce regenerative design practices in the architect’s design process, especially in early design phases when the po…