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20192023
most citedInductive biases in deep learning models for weather prediction

15 citations · 30 across the 3 of their papers we have counts for

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cs.LG2019★ 10 cited

A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction

Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch +3

We introduce a distributed spatio-temporal artificial neural network architecture (DISTANA). It encodes mesh nodes using recurrent, neural prediction kernels (PKs), while neural tr…