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.
Improving a subgrid runoff parameterization scheme for climate models by the use of high resolution data derived from satellite observations.Climate Dynamics, 21:349–359, 2003
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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.