Element similarity in high-dimensional materials representations
Anthony Onwuli, Ashish V. Hegde, Kevin V. T. Nguyen, Keith T. Butler, Aron Walsh
Abstract
Elements can be represented as vectors in a high-dimensional chemical space. We explore the distance and correlation between these vectors for different machine learning models.
Topics & Concepts
Similarity (geometry)Element (criminal law)Space (punctuation)High dimensionalComputer scienceArtificial intelligencePolitical scienceLawOperating systemImage (mathematics)Machine Learning in Materials ScienceX-ray Diffraction in CrystallographyCatalysis and Oxidation Reactions