Valid Error Bars for Neural Weather Models using Conformal Prediction

Vignesh Gopakumar, Joel Oskarrson, Ander Gray +5

Neural weather models have shown immense potential as inexpensive and accurate alternatives to physics-based models. However, most models trained to perform weather forecasting do…