s2 Plan to s1 Plan GANs [98–105]; Transformer [106]; DM [107] o2 P-3D to s1 Plan pix2pix [104,108,109]; GauGAN [110] o1 Plan to s1 Plan GANs [111]; StyleGAN, Graph2Plan, RPLAN [112]; pix2pix [113] RPlan design preference of a machine learning-assisted residential site plan layout. Land, 12(9):1776, 2023. [109] Yubo Liu, Yihua Luo, Qiaoming Deng, and Xuanxing Zhou. Exploration of campus layout based on generative