Keith T Butler

19PUBLICATIONS
47CO-AUTHORS
Adversarial machine learningStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterComposite and hybrid materialsComputational chemistryElectrical energy storage
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Publications (19)

|Oct 09, 2026
State-Constrained SHAP Distills Polymer Property Models into Transferable Structural Rules for Fixed-Interval Screening.

|Sep 18, 2026
Conditional generative models enable targeted exploration of MAX phase design space.

|Jul 21, 2026
Discovering new photovoltaics using optimal transport theory.

|Dec 10, 2025
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics?

Matthew Walker, Keith T Butler

|Dec 05, 2025
A literature-derived dataset of migration barriers for quantifying ionic transport in battery materials.

Reshma Devi, Avaneesh Balasubramanian, Keith T Butler

|Sep 03, 2025
Learning radical excited states from sparse data.

Jingkun Shen, Lucy E Walker, Kevin Ma

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Frequent Collaborators

3 joint publications

Ricardo Grau-Crespo

3 joint publications

Aron Walsh

3 joint publications

Gregor Kieslich

2 joint publications

Matthew Walker