A0874
Title: A graph neural network approach for spatial statistical modeling
Authors: Snigdhansu Chatterjee - University Of Minnesota (United States) [presenting]
Somya Sharma - University of Minnesota (United States)
Abstract: Artificial neural network-based approaches for modelling have been singularly successful for several applications, especially with image data and other datasets that have some similarities with spatial data. An algorithm that uses a graph neural network is presented for modelling spatial data. A Bayesian framework is imposed on the graph neural network for statistical inference and uncertainty quantification.
