Paraformer, an encoder-only Transformer with a five-step context window, achieves lower mean absolute error than an MLP on ClimSim sub-grid scale parameterization for two variable sets.
Subgrid-scale physical parameterization in atmospheric modeling: How can we make it consistent? Journal of Physics A: Mathematical and Theoretical, 49(28):284001, 2016
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Paraformer: Parameterization of Sub-grid Scale Processes Using Transformers
Paraformer, an encoder-only Transformer with a five-step context window, achieves lower mean absolute error than an MLP on ClimSim sub-grid scale parameterization for two variable sets.