Physically Interpretable Neural Networks for the Geosciences: Applications to Earth System Variability

Benjamin A. Toms, Elizabeth A. Barnes, Imme Ebert-Uphoff

Neural networks have become increasingly prevalent within the geosciences, although a common limitation of their usage has been a lack of methods to interpret what the networks lea…