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Complexity
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2018
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Article
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Tab 4
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Research Article
Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks
Table 4
Hyperparameter configuration of the Jacobian regularized model for buoyant mixing flow.
Layer structure
Activation function
Loss function
Optimizer
Learning rate
λ
10-20-20-10
Penalized tanh [
56
]
MSE
Adam
0.001
5e-4