Nature Communications (May 2021)

A graph-based network for predicting chemical reaction pathways in solid-state materials synthesis

  • Matthew J. McDermott,
  • Shyam S. Dwaraknath,
  • Kristin A. Persson

DOI
https://doi.org/10.1038/s41467-021-23339-x
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 12

Abstract

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Predictive computational approaches are fundamental to accelerating solid-state inorganic synthesis. This work demonstrates a computational tractable approach constructed from available thermochemistry data and based on a graph-based network model for predicting solid-state inorganic reaction pathways.