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Fig. C.1

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Force and energy prediction errors for the test set (16% of the dataset) are summarized across different molecular systems. The upper plots highlight overall errors, while in the lower section, violin plots show the distribution of errors in both forces (left) and energies (right), grouped by chemical formula. Mean errors for each system are marked to aid comparison.

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