Concepedia

Matthew L. Evans

ML

Statistics

Publications

16

Citations

772

H-Index

14

Active since

2016

Affiliations

UCLouvain(Current)

University of Cambridge

École Polytechnique Fédérale de Lausanne

University of California, Berkeley

Lawrence Berkeley National Laboratory

Matthew L. Evans is an author at UCLouvain specializing in natural sciences, materials science, and computational materials science.

Publications per year

2016–2025

16

Publications

16

14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon

Kevin Maik Jablonka, Qianxiang Ai, Alexander Al‐Feghali et al. · Digital Discovery · 2023 · 202 citations · Full text

Natural Sciences, Chemistry, Materials Science +12

Sodiation and Desodiation via Helical Phosphorus Intermediates in High-Capacity Anodes for Sodium-Ion Batteries

Lauren E. Marbella, Matthew L. Evans, Matthias F. Groh et al. · Journal of the American Chemical Society · 2018 · 112 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

OPTIMADE, an API for exchanging materials data

Casper Welzel Andersen, Rickard Armiento, Evgeny Blokhin et al. · Repository KITopen (Karlsruhe Institute of Technology) · 2021 · 91 citations · Full text

Computing, Materials Engineering, Materials Science +17

PASCal Python: A Principal Axis StrainCalculator

Monthakan Lertkiattrakul, Matthew L. Evans, Matthew J. Cliffe · The Journal of Open Source Software · 2023 · 60 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Machine Learning-Accelerated Discovery of <i>A</i><sub>2</sub><i>BC</i><sub>2</sub> Ternary Electrides with Diverse Anionic Electron Densities

Zhiqi Wang, Yutong Gong, Matthew L. Evans et al. · Journal of the American Chemical Society · 2023 · 48 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

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