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conordaly0 merged 2 commits into from
Nov 24, 2025
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Include more description #14

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Include more description
conordaly0 Oct 6, 2025
83ffb98
Update README
conordaly0 Nov 24, 2025
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6 changes: 3 additions & 3 deletions physics-informed-neural-networks-for-steady-cavity-flow/README.md
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Expand Up @@ -73,7 +73,7 @@ net = dlupdate(@double, net);
% Visually inspect the network.
analyzeNetwork(net)
```
![figure_2.png](./images/figure_2.png)
![figure_0.png](./images/figure_0.png)

## Create training input
```matlab
Expand Down Expand Up @@ -137,7 +137,7 @@ for iteration = 1:maxIterations
end
```

![figure_0.png](./images/figure_0.png)
![figure_1.png](./images/figure_1.png)
## Plot predictions
```matlab
% Create test set using meshgrid.
Expand Down Expand Up @@ -189,7 +189,7 @@ axis equal
title('v')
```

![figure_1.png](./images/figure_1.png)
![figure_2.png](./images/figure_2.png)
## Loss function and helper functions
```matlab
function [loss, grads, lossEqnX, lossEqnY, lossBC] = pinnsLossFunction(net, xyEquation, xyBoundary, zeroVector, uvBoundary, Re)
Expand Down
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