Predictive models for daylight performance of general floorplans based on CNN and GAN: A proof-of-concept study
Qiushi He, Ziwei Li, Wen Gao, Hongzhong Chen, Xiaoying Wu, Xiaoxi Cheng, Borong Lin
Topics & Concepts
DaylightComputer scienceConvolutional neural networkArtificial intelligenceParametric statisticsGround truthMachine learningData miningPattern recognition (psychology)SimulationMathematicsStatisticsPhysicsOpticsBuilding Energy and Comfort Optimization3D Surveying and Cultural HeritageColor Science and Applications