Uncertainty-aware temperature field reconstruction from sparse samples and sensing via latent-space enhancement for GIS digital twin applications

Wensheng Gao
Scientific Reports, Published online: 13 May 2026; doi:10.1038/s41598-026-52842-8 Uncertainty-aware temperature field reconstruction from sparse samples and sensing via latent-space enhancement for GIS digital twin applications