Algorithmic Differentiation for Automated Modeling of Machine Learned Force Fields.

Table 1 compares these variants to the respective original models and demonstrates that highly significant advances in prediction accuracy become possible for all MD17 data sets, simply by systematically combining existing ideas.

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