Concepedia

Rhys E. A. Goodall

RE

11

Publications

1.1K

Citations

11

H-Index

2020

Active since

Affiliations

University of Cambridge(Current)

Princeton University

University of California, Berkeley

Federal Institute For Materials Research and Testing

Lawrence Berkeley National Laboratory

Rhys E. A. Goodall is an author at University of Cambridge specializing in engineering, data science, and machine learning.

ORCID

Top concepts

Publications per year

2020–2025

11

Publications

11

DeePMD-kit v2: A software package for deep potential models

Jinzhe Zeng, Duo Zhang, Denghui Lu et al. · The Journal of Chemical Physics · 2023 · 453 citations · Full text

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Predicting materials properties without crystal structure: deep representation learning from stoichiometry

Rhys E. A. Goodall, Alpha A. Lee · Nature Communications · 2020 · 334 citations · Full text

A framework to evaluate machine learning crystal stability predictions

Janosh Riebesell, Rhys E. A. Goodall, Philipp Benner et al. · Nature Machine Intelligence · 2025 · 62 citations · Full text

A foundation model for atomistic materials chemistry

Ilyes Batatia, Philipp Benner, Yuan Chiang et al. · The Journal of Chemical Physics · 2025 · 61 citations · Full text

Rapid discovery of stable materials by coordinate-free coarse graining

Rhys E. A. Goodall, Abhijith S. Parackal, Felix A. Faber et al. · Science Advances · 2022 · 48 citations · Full text

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