A gated Fourier Neural Operator backbone with a parallel temporal/spatial branch design achieves the best mean absolute error on 11 multivariate long-term forecasting benchmarks.
Accurate medium-range global weather forecasting with 3d neural networks.Nature, 619(7970):533– 538, 2023
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Multivariate Long-term Time Series Forecasting with Fourier Neural Filter
A gated Fourier Neural Operator backbone with a parallel temporal/spatial branch design achieves the best mean absolute error on 11 multivariate long-term forecasting benchmarks.