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Maximilian Reißmann
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update figures
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@@ -59,7 +59,16 @@ Performing this over many iterations by changing the string (using genetic opera
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# How to consider the physical dimensions mentioned within [2]?
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- Imagine you want to find $J$ explaining superconductivity as $J=-\rho \frac{q}{m} A$ (Fyneman III 21.20)
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To account for the physical dimension of certain input values, we can correct subtrees according to the expected output using semantic backpropagation. In theory it works as follows:
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![Semantic](images/semantic_backprop.gif)
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- For a more concrete example, imagine you want to find $J$ explaining superconductivity as $J=-\rho \frac{q}{m} A$ (Fyneman III 21.20)
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- $J$ marking the electric current, $q$ the electric charge, $\rho$ the charge density, $m$ the mass and $A$ the magnetic vector potential
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```julia

images/semantic_backprop.gif

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