Emory undergraduate student, Minxing Zhang, recently published a paper entitled, “Deep Geometric Neural Network for Spatial Interpolation”, in ACM SIGSPATIAL 2022, advised by Dr. Liang Zhao who serves as CO-PI of the Spatiotemporal Innovation Center and cooperated with Dr. Yun Li who graduated from our center and work as a postdoctoral researcher at Emory University. This work won the Best Poster Runner-up Award in ACM SIGSPATIAL 2022. The article proposed a novel Deep Geometric Spatial Interpolation framework that considers distance and orientation information. It can support spatial interpolation by automatically interpolating the value of the targeted variable at unknown locations based on existing observations.
For further information and/or inquiries, please email Minxing Zhang at minxing.zhang@emory.edu.