T-GMSI: A transformer-based generative model for spatial interpolation under sparse measurements

Xiangxi Tian, Jie Shan

Generating continuous environmental models from sparsely sampled data is a critical challenge in spatial modeling, particularly for topography. Traditional spatial interpolation me…