C2DTD is a new physics-informed topological descriptor that combines local geometry, radial structure, and primitive ring topology to represent 2D carbon networks for accurate, interpretable ML modeling.
science, 306(5696):666–669
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CARBON-2D Topological Descriptor (C2DTD): An Interpretable and Physics-Informed Representation for Two-Dimensional Carbon Networks
C2DTD is a new physics-informed topological descriptor that combines local geometry, radial structure, and primitive ring topology to represent 2D carbon networks for accurate, interpretable ML modeling.