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.
Introduction, production, characterization andapplications of defects in graphene.Journal of Materials Science: Materials in Electronics, 32(15):19991–20030
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cond-mat.mtrl-sci 1years
2026 1verdicts
UNVERDICTED 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.