GNN-VIEW: Visual Inspection and Explanation of Graph-based Earth-System Models
GNN-VIEW exposes the graph's information pathways, allowing model developers to debug the graph structure before training and after training, GNN-VIEW uses attribution-based explainability to reveal which input features are used by the trained model for a given forecast.
Alessandro Lucatelli, Ferdinand Unterhuber, Katharina Krenzer et al.
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