Improving the predictions of ML-corrected climate models with novelty detection

Clayton Sanford, Anna Kwa, Oliver Watt-Meyer +4

While previous works have shown that machine learning (ML) can improve the prediction accuracy of coarse-grid climate models, these ML-augmented methods are more vulnerable to irre…