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nbren12
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uwnet
Neural Networks based unified physics parameterization for atmospheric models
MIT License
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Mean decay penalization
#30
nbren12
closed
5 years ago
0
Write a function for mass-weighted mean-squared error
#29
nbren12
closed
5 years ago
0
Train q2 with new model
#28
nbren12
closed
5 years ago
0
Reimplement model
#27
nbren12
closed
5 years ago
0
Predict momentum
#26
nbren12
closed
5 years ago
0
Add parametrized momentum sources to the 3D outputs
#25
nbren12
closed
5 years ago
0
Exclude boundary regions in NN training
#24
nbren12
closed
5 years ago
0
Save additional metrics and losses in the training process
#23
nbren12
closed
5 years ago
0
Use the PyTorch C++ API to call the neural network from SAM
#22
nbren12
closed
5 years ago
1
For Noah to comment on Stewart's first swing at implementing the NN
#21
sarenehan
closed
5 years ago
0
Unify command line interfaces for running SAM with a neural network
#20
nbren12
closed
5 years ago
0
Turn on LHF/SHF calculation but don't use in sgs.f90
#19
nbren12
closed
5 years ago
1
Fix output of FQTNN and FSLINN
#18
nbren12
closed
5 years ago
0
Implement digital filter initialization for SAM
#17
nbren12
closed
5 years ago
3
Docker conda
#16
nbren12
closed
5 years ago
0
Default parameters for sam.case being overwritten
#15
nbren12
closed
5 years ago
0
Assume that code is running in a docker image
#14
nbren12
closed
5 years ago
1
Make CometML and MongoDB loggers optional
#13
nbren12
closed
5 years ago
0
Run convection scheme in RCE configuration
#12
nbren12
closed
5 years ago
0
Merge smooth initial condition notebook
#11
nbren12
closed
5 years ago
0
Apply conservations to the tendencies
#10
nbren12
closed
3 years ago
0
Ensure SOLIN in SAM matches NG-Aqua
#9
nbren12
closed
5 years ago
0
Output neural network predicted tendencies
#8
nbren12
closed
5 years ago
0
Process the input data to be divergence free
#7
nbren12
closed
5 years ago
1
Improve interface routines
#6
nbren12
closed
5 years ago
1
Add suite of common integration tests for trained models
#5
nbren12
closed
5 years ago
0
update the readme
#4
nbren12
closed
6 years ago
0
the model should output a tendency
#3
nbren12
closed
6 years ago
0
Also predict precipitation
#2
nbren12
closed
6 years ago
1
Switch to kg m s units
#1
nbren12
closed
5 years ago
3
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