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.
A GCM parameterization for the shortwave radiative properties of water clouds
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.