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Deep Mastering for symmetry classification working with sparse 3D electron density knowledge for inorganic compounds Seonghwan Kim The rule of 4: anomalous distributions during the stoichiometries of inorganic compounds Elena Gazzarrini two. We propose two physics-oriented losses based on atomic pairwise length constraints and structural symmetry