In this work, we propose new approaches in order to arrive at a compact representation of the information content of these graphs utilizing machine learning ...
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Recently, we introduced a novel concept that captured the principal elemental transformations in complex kinetic environments in the form of graphs. In ...
Recently, we introduced a novel concept that captured the principal elemental transformations in complex kinetic environments in the form of graphs. In ...
Complex kinetic representation involving thousands of reacting species and tens of thousands of reactions are currently required for the rational analysis ...
These approaches allow the projection of the totality of the information contained in the graph describing the chemical transformations onto a single scalar.
Complex kinetic representations involving thousands of reacting species and tens of thousands of reactions are currently required for the rational analysis ...
A graph-based approach to developing adaptive representations of complex reaction mechanisms · Reaction Pathway Analysis · Analysis of Complex Reaction Schemes.
Chemical kinetic mechanisms can be represented by sets of elementary reactions that are easily translated into mathematical terms using physicochemical ...
New approaches for representing,analyzing and visualizing ...
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Complex kinetic representations involving thousands of reacting species and tens of thousands of reactions are currently required for the rational analysis ...
SAX is the first symbolic representation for time series that allows for dimensionality reduction and indexing with a lower-bounding distance measure.