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diff --git a/Results/ANN/Error_POD_Nodes_L_2.jpg b/Results/ANN/Error_POD_Nodes_L_2.jpg
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diff --git a/Results/ANN/Error_POD_Nodes_L_infty.jpg b/Results/ANN/Error_POD_Nodes_L_infty.jpg
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diff --git a/Results/ANN/Error_POD_Nodes_semilogy_L_1.jpg b/Results/ANN/Error_POD_Nodes_semilogy_L_1.jpg
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diff --git a/Results/ANN/Error_POD_Nodes_semilogy_L_2.jpg b/Results/ANN/Error_POD_Nodes_semilogy_L_2.jpg
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diff --git a/Results/ANN/Error_POD_Nodes_semilogy_L_infty.jpg b/Results/ANN/Error_POD_Nodes_semilogy_L_infty.jpg
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diff --git a/Results/ANN/OptimalSetup.npz b/Results/ANN/OptimalSetup.npz
index 078c2d7943f54403e6c160ebe3095f69dc742f94..0db1b1a0156b147002ec1b8970a1cb604d77b902 100644
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diff --git a/models/ANN.py b/models/ANN.py
index eb3978bd28895b60a4b9703b53007eabc1d0c490..46db4d33d1149b4a8bc7384864474d17591254e9 100644
--- a/models/ANN.py
+++ b/models/ANN.py
@@ -7,7 +7,7 @@ import matplotlib.pyplot as plt
from models.RegressionModels import RegressionModels
class ANN(RegressionModels):
- def train(self, X_r_velocity, X_r_pressure, lr=1e-2, epochs=1000, batch_size=32, plot_learning=True):
+ def train(self, X_r_velocity, X_r_pressure, lr=1e-1, epochs=10_000, batch_size=32, plot_learning=True):
# model_velocity, model_pressure = LinearRegression(), LinearRegression()
model_velocity = Sequential(
[
diff --git a/models/__pycache__/ANN.cpython-311.pyc b/models/__pycache__/ANN.cpython-311.pyc
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diff --git a/models/__pycache__/GaussianProcessRegressor.cpython-311.pyc b/models/__pycache__/GaussianProcessRegressor.cpython-311.pyc
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diff --git a/models/trained_models/ANN/learning_curve_pressure.png b/models/trained_models/ANN/learning_curve_pressure.png
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diff --git a/models/trained_models/ANN/learning_curve_velocity.png b/models/trained_models/ANN/learning_curve_velocity.png
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diff --git a/models/trained_models/ANN/pressure.pkl b/models/trained_models/ANN/pressure.pkl
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diff --git a/models/trained_models/ANN/pressure_21.pkl b/models/trained_models/ANN/pressure_21.pkl
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diff --git a/models/trained_models/ANN/velocity.pkl b/models/trained_models/ANN/velocity.pkl
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diff --git a/models/trained_models/ANN/velocity_21.pkl b/models/trained_models/ANN/velocity_21.pkl
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diff --git a/temp_ANN/predict_pressure_field_0.xml b/temp_ANN/predict_pressure_field_0.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fdf4ad71c70f80b24da5bf9f1a4c8977c9ee0da6
--- /dev/null
+++ b/temp_ANN/predict_pressure_field_0.xml
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diff --git a/temp_ANN/predict_velocity_field_0.xml b/temp_ANN/predict_velocity_field_0.xml
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