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Commit e6614d5c authored by Jan Habscheid's avatar Jan Habscheid
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1 merge request!12added scaler to ANN and run everything
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......@@ -457,7 +457,7 @@
\textbf{Loss Function:}
\begin{equation*}
\begin{aligned}
\mathcal{L} &= \mathcal{L}_\text{PDE} + w_{\text{BCS}}\mathcal{L}_\text{BCS} + w_{\text{IC}}\mathcal{L}_\text{IC}
\mathcal{L} &= \mathcal{L}_\text{PDE} \left(+ w_{\text{BCS}}\mathcal{L}_\text{BCS} + w_{\text{IC}}\mathcal{L}_\text{IC}\right)
\\
\onslide<4->{
\mathcal{L}_\text{PDE} &= \frac{1}{N_{\text{PDE}}}\sum_{i=1}^{N_{\text{PDE}}} \left| \rho^* c_p^* \frac{\partial \Theta}{\partial \tau} - \frac{\partial}{\partial \xi} \left( \lambda^* \frac{\partial \Theta}{\partial \xi} \right) \right|^2
......@@ -515,7 +515,7 @@
\\
}
\onslide<3->{
\tilde{\mathcal{L}} &= \tilde{\mathcal{L}}_{\text{PDE}} + w_{\text{BCS}}\tilde{\mathcal{L}}_{\text{BCS}}
\tilde{\mathcal{L}} &= \tilde{\mathcal{L}}_{\text{PDE}} \left(+ w_{\text{BCS}}\tilde{\mathcal{L}}_{\text{BCS}}\right)
\\
}
\onslide<3->{
......
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