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In $WORKSPACE_PATH, create a ROMNET folder
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Inside $WORKSPACE_PATH/ROMNet/, clone the ROMNet repository and rename it "romnet"
Note: $WORKSPACE_PATH ├── ... ├── ROMNET │ └── romnet ├── app ├── database ├── ...
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From $WORKSPACE_PATH/ROMNet/romnet/, install the code (i.e., $ python3 setup.py install)
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From $WORKSPACE_PATH/ROMNet/romnet/app/, launch the code (i.e., $ python3 RomNet.py path-to-input-folder) (e.g. fpython3 RomNet.py ../input/MassSpringDamper/DeepONet/)
Please, refer to the presentations in $WORKSPACE_PATH/ROMNet/romnet/docs/test_cases for info and running instructions
It is highly recommended to run the set test cases in the following order:
- 1. Mass-Spring-Damper System
- 2. Translating Hyperbolic Function
- 3. 0D Isobaric Reactor
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Deterministic Neural Networks
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Probabilistic Neural Networks
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Monte Carlo Dropout
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Bayes by Backprop
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