SO(3)-Equivariant Neural Networks for Learning from Scalar and Vector Fields on Spheres

Francesco Ballerin, Nello Blaser, Erlend Grong

Analyzing scalar and vector fields on the sphere, such as temperature or wind speed and direction on Earth, is a difficult task. Models should respect both the rotational symmetrie…