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Fig. 1

image

Left: points in our initial training set that exhibit a number fraction of molecular H greater than 0.1 and smaller than 0.9. Right: scatter plot showing the accuracy of the ANN trained to retrieve the fraction of atomic H from (T, Pe and m). The standard deviation is ~5 × 10-3.

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