publications

2022

1. Rapid discovery of stable materials by coordinate-free coarse graining

   Rhys EA Goodall, Abhijith S Parackal, Felix A Faber, and 2 more authors

   Science Advances, 2022

2021

1. Predicting the Outcomes of Material Syntheses with Deep Learning

   Shreshth A Malik, Rhys EA Goodall, and Alpha A Lee

   Chemistry of Materials, 2021
2. Data-driven approximations to the bridge function yield improved closures for the Ornstein–Zernike equation

   Rhys EA Goodall, and Alpha A Lee

   Soft Matter, 2021
3. Materials informatics reveals unexplored structure space in cuprate superconductors

   Rhys EA Goodall, Bonan Zhu, Judith L MacManus-Driscoll, and 1 more author

   Advanced Functional Materials, 2021

2020

1. Predicting materials properties without crystal structure: Deep representation learning from stoichiometry

   Rhys EA Goodall, and Alpha A Lee

   Nature communications, 2020