Esther Rodrigo Bonet

Physics-Guided Variational Graph Autoencoder For Air Quality Inference

Urban air quality modelling aims at inferring unknown pollution concentrations at specific urban locations. Physical methods derive the partial differential equations (PDEs) that mathematically define the laws of motion, albeit using computationally intense algorithms. In contrast, deep (generative)…