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Atom type symmetry function that utilizes atom types defined in traditional force fields demonstrated improvements for describing structures of furanoses, and the capability of predicting their conformational adaptive charges with random forest regression models.

Atomic partial charge predictions for furanoses by random forest regression with atom type symmetry function