UARK-NED3
/

PODNN-ColdPlate

Tabular Regression

surrogate-modeling

proper-orthogonal-decomposition

computational-fluid-dynamics

electronics-cooling

thermal-management

reduced-order-model

Model card Files Files and versions

PODNN-ColdPlate

395 kB

Ctrl+K

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1 contributor

History: 8 commits

hanhuark's picture

Add cfdtwin tag; point dataset links at renamed repo

5110264 verified about 1 month ago

.gitattributes

1.52 kB
initial commit about 1 month ago
README.md

8.47 kB
Add cfdtwin tag; point dataset links at renamed repo about 1 month ago
mode_scaler.pkl
Detected Pickle imports (5)
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "sklearn.preprocessing._data.StandardScaler",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray"
How to fix it?
546 Bytes
xet

Add POD-NN surrogate artifacts (Keras weights, PCA basis, scalers, history) about 1 month ago
param_scaler.pkl
Detected Pickle imports (5)
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "sklearn.preprocessing._data.StandardScaler",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray"
How to fix it?
594 Bytes
xet

Add POD-NN surrogate artifacts (Keras weights, PCA basis, scalers, history) about 1 month ago
pca.pkl
Detected Pickle imports (5)
- "numpy.dtype",
- "sklearn.decomposition._pca.PCA",
- "numpy._core.multiarray._reconstruct",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray"
How to fix it?
223 kB
xet

Add POD-NN surrogate artifacts (Keras weights, PCA basis, scalers, history) about 1 month ago
pod_nn.h5

120 kB
xet

Add POD-NN surrogate artifacts (Keras weights, PCA basis, scalers, history) about 1 month ago
training_history.json

40.5 kB
Add POD-NN surrogate artifacts (Keras weights, PCA basis, scalers, history) about 1 month ago