Search Results for author: Suyash Bire

Found 1 papers, 1 papers with code

The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks

2 code implementations11 Apr 2021 Salva Rühling Cachay, Emma Erickson, Arthur Fender C. Bucker, Ernest Pokropek, Willa Potosnak, Suyash Bire, Salomey Osei, Björn Lütjens

In comparison, graph neural networks (GNNs) are capable of modeling large-scale spatial dependencies and are more interpretable due to the explicit modeling of information flow through edge connections.

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