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Task-specific pre-training for molecular property prediction. [PDF]

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On Molecular Graph Comparison

Current Computer Aided-Drug Design, 2011
Since the last half of the nineteenth century, molecular graphs have been present in several branches of chemistry. When used for molecular structure representation, they have been compared after mapping the corresponding graphs into mathematical objects. However, direct molecular comparison of molecular graphs is a research field less explored.
Jenny A, Melo, Edgar, Daza
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Chirality of Toroidal Molecular Graphs

Journal of Chemical Information and Modeling, 2005
Symmetry properties of a class of toroidal molecular graphs, arising as covers of certain bipartite cubic Cayley graphs of dihedral groups, are studied. Although these symmetries make all vertices and all edges indistinguishable, they imply intrinsic chirality.
Klavdija, Kutnar   +2 more
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On Walks in Molecular Graphs

Journal of Chemical Information and Computer Sciences, 2001
Walks in molecular graphs and their counts for a long time have found applications in theoretical chemistry. These are based on the fact that the (i, j)-entry of the kth power of the adjacency matrix is equal to the number of walks starting at vertex i, ending at vertex j, and having length k. In recent papers (refs 13, 18, 19) the numbers of all walks
Gutman, Ivan   +2 more
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Graph Kernels for Molecular Similarity

Molecular Informatics, 2010
AbstractMolecular similarity measures are important for many cheminformatics applications like ligand‐based virtual screening and quantitative structure‐property relationships. Graph kernels are formal similarity measures defined directly on graphs, such as the (annotated) molecular structure graph. Graph kernels are positive semi‐definite functions, i.
Matthias, Rupp, Gisbert, Schneider
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Dynamic Molecular Graphs: “Hopping” Structures

Chemistry – A European Journal, 2014
AbstractThis work aims to contribute to the discussion about the suitability of bond paths and bond‐critical points as indicators of chemical bonding defined within the theoretical framework of the quantum theory of atoms in molecules. For this purpose, we consider the temporal evolution of the molecular structure of [Fe{C(CH2)3}(CO)3] throughout Born ...
Fernando, Cortés-Guzmán   +4 more
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