Spherical Neural Operator Network for Global Weather Prediction
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2023.3337857
Abstract: Global weather forecast is an important spatial-temporal prediction problem, which can provide numerous societal benefits such as extreme weather forewarning, traffic scheduling, and agricultural planning. Though many spatial-temporal prediction models have been proposed, they suffer… read more here.
Keywords: global weather; spherical neural; weather; prediction ... See more keywords
Neural Geometry Processing via Spherical Neural Surfaces
Sign Up to like & getrecommendations! Published in 2024 at "Computer Graphics Forum"
DOI: 10.1111/cgf.70021
Abstract: Neural surfaces (e.g., neural map encoding, deep implicit, and neural radiance fields) have recently gained popularity because of their generic structure (e.g., multi‐layer perceptron) and easy integration with modern learning‐based setups. Traditionally, we have a… read more here.
Keywords: neural surfaces; geometry processing; surface; spherical neural ... See more keywords