596 citations · 1.3k across the 9 of their papers we have counts for
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Materials Graph Transformer predicts the outcomes of inorganic reactions with reliable uncertainties
Shreshth A. Malik, Rhys E. A. Goodall, Alpha A. Lee
A common bottleneck for materials discovery is synthesis. While recent methodological advances have resulted in major improvements in the ability to predicatively design novel mate…
Machine learnt approximations to the bridge function yield improved closures for the Ornstein-Zernike equation
Rhys E. A. Goodall, Alpha A. Lee
A key challenge for soft materials design and coarse-graining simulations is determining interaction potentials between components that give rise to desired condensed-phase structu…
Materials Informatics Reveals Unexplored Structure Space in Cuprate Superconductors
Rhys E. A. Goodall, Bonan Zhu, Judith L. MacManus-Driscoll +1
High-temperature superconducting cuprates have the potential to be transformative in a wide range of energy applications. In this work we analyse the corpus of historical data abou…