A novel pyramid temporal causal network for weather prediction

HIGHLIGHTS

  • who: Minglei Yuan from the Hohai University, China have published the research: A novel pyramid temporal causal network for weather prediction, in the Journal: (JOURNAL)
  • what: To address these issues, the authors propose a novel model called Pyramid Temporal Causal Network (PTCN) for accurate weather predictions. The authors propose a multivariate loss function that takes into account the variance of all the predicted attributes, to help the model generate feasible predictions for all attributes. This work has two main contributions: 1. The authors evaluate the proposed model on a large-scale Weather Forecasting Dataset 2018 . . .

     

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