nbren12 / uwnet

Neural Networks based unified physics parameterization for atmospheric models
MIT License
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Apply conservation to tendencies #61

Closed nbren12 closed 3 years ago

nbren12 commented 5 years ago

Previously, I was updating the modified prognostic variables using the conservation principals. Because the size of the time-step implicitly effects this updated state, this led to problems when applying the the neural network with a shorter time step than it was trained with.

The energy and moisture conservation laws can constrain the tendencies directly.

Resolves #10