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United Kingdom, Belgium

Activities

Employment (4)

Université Catholique de Louvain: Louvain-la-Neuve, BE

2022-10 to present | BEWARE Postdoctoral Research Fellow (Institute of Condensed Matter and Nanosciences)
Employment
Source: Self-asserted source
Matthew L Evans

University of Cambridge: Cambridge, GB

2021-12 to present | Visiting Researcher (Department of Chemistry)
Employment
Source: Self-asserted source
Matthew L Evans

Université Catholique de Louvain: Louvain-la-Neuve, BE

2020-07 to 2022-05 | Research Associate (Institute of Condensed Matter and Nanosciences)
Employment
Source: Self-asserted source
Matthew L Evans

University of Manchester: Manchester, GB

2015-05 to 2015-09 | Research Assistant (Physics)
Employment
Source: Self-asserted source
Matthew L Evans

Education and qualifications (3)

University of Cambridge: Cambridge, GB

2016 to 2023 | PhD Physics (CDT for Computational Methods in Materials Science)
Education
Source: Self-asserted source
Matthew L Evans

University of Cambridge: Cambridge, GB

2015 to 2016 | MPhil Scientific Computing (CDT for Computational Methods in Materials Science)
Education
Source: Self-asserted source
Matthew L Evans

University of Manchester: Manchester, GB

2011 to 2015 | MPhys Physics with Theoretical Physics (Physics)
Education
Source: Self-asserted source
Matthew L Evans

Works (23)

Optical materials discovery and design with federated databases and machine learning

Faraday Discussions
2025 | Journal article
Contributors: Victor Trinquet; Matthew L. Evans; Cameron J. Hargreaves; Pierre-Paul De Breuck; Gian-Marco Rignanese
Source: check_circle
Crossref

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

2024 | Preprint
Contributors: Yoel Zimmermann; Adib Bazgir; Zartashia Afzal; Fariha Agbere; Qianxiang Ai; Nawaf Alampara; Alexander Al-Feghali; Mehrad Ansari; Dmytro Antypov; Amro Aswad et al.
Source: Self-asserted source
Matthew L Evans

Datatractor: Metadata, automation, and registries for extractor interoperability in the chemical and materials sciences

2024-09 | Preprint
Contributors: Matthew L. Evans; Gian-Marco Rignanese; David Elbert; Peter Kraus
Source: Self-asserted source
Matthew L Evans

Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange

Digital Discovery
2024-05 | Journal article | Writing - original draft, Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Writing - review & editing
Part of ISSN: 2635-098X
Contributors: Matthew Evans; Johan Bergsma; Andrius Merkys; Casper Andersen; Oskar B. Andersson; Daniel Beltrán; Evgeny Blokhin; Tara M. Boland; Rubén Castañeda Balderas; Kamal Choudhary et al.
Source: Self-asserted source
Matthew L Evans
grade
Preferred source (of 2)‎

Jobflow: Computational Workflows Made Simple

Journal of Open Source Software
2024-01-07 | Journal article
Contributors: Andrew S. Rosen; Max Gallant; Janine George; Janosh Riebesell; Hrushikesh Sahasrabuddhe; Jimmy-Xuan Shen; Mingjian Wen; Matthew L. Evans; Guido Petretto; David Waroquiers et al.
Source: check_circle
Crossref

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

Journal of the American Chemical Society
2023-11-21 | Journal article
Part of ISSN: 0002-7863
Part of ISSN: 1520-5126
Contributors: Zhiqi Wang; Yutong Gong; Matthew L Evans; Yujing Yan; Shiyao Wang; Nanxi Miao; Ruiheng Zheng; Gian-Marco Rignanese; Junjie Wang
Source: Self-asserted source
Matthew L Evans
grade
Preferred source (of 2)‎

PASCal Python: A Principal Axis Strain Calculator

Journal of Open Source Software
2023-10-23 | Journal article
Contributors: Monthakan Lertkiattrakul; Matthew L. Evans; Matthew J. Cliffe
Source: check_circle
Crossref

14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon

Digital Discovery
2023-08-08 | Journal article | Investigation, Software, Writing - original draft
Part of ISSN: 2635-098X
Contributors: Kevin Maik Jablonka; Qianxiang Ai; Alexander Al-Feghali; Shruti Badhwar; Joshua D Bocarsly; Andres M Bran; Stefan Bringuier; L. Catherine Brinson; Kamal Choudhary; Defne Circi et al.
Source: Self-asserted source
Matthew L Evans

Crystal structure prediction for rechargeable battery anodes

2023-07-19 | Dissertation or Thesis
Contributors: Matthew L Evans
Source: Self-asserted source
Matthew L Evans

Phase Transformations and Phase Segregation during Potassiation of SnxPy Anodes

Chemistry of Materials
2022-08-23 | Journal article
Contributors: Andrew W. Ells; Matthew L. Evans; Matthias F. Groh; Andrew J. Morris; Lauren E. Marbella
Source: check_circle
Crossref

Robust model benchmarking and bias-imbalance in data-driven materials science: a case study on MODNet

Journal of Physics: Condensed Matter
2021-10-06 | Journal article
Contributors: Pierre-Paul De Breuck; Matthew L Evans; Gian-Marco Rignanese
Source: check_circle
Crossref

optimade-python-tools: a Python library for serving and consuming materials data via OPTIMADE APIs

Journal of Open Source Software
2021-09-22 | Journal article
Contributors: Matthew Evans; Casper Andersen; Shyam Dwaraknath; Markus Scheidgen; Ádám Fekete; Donald Winston
Source: check_circle
Crossref

OPTIMADE, an API for exchanging materials data

Scientific Data
2021-08-12 | Journal article
Part of ISSN: 2052-4463
Source: Self-asserted source
Matthew L Evans

optimade-python-tools

Zenodo
2021-07-15 | Software
Source: Self-asserted source
Matthew L Evans

matador: a Python library for analysing, curating and performing high-throughput density-functional theory calculations

Journal of Open Source Software
2020-10-27 | Journal article
Contributors: Matthew Evans; Andrew Morris
Source: check_circle
Crossref

matador

Zenodo
2020-10-16 | Software
Source: Self-asserted source
Matthew L Evans

Computational Investigation of Copper Phosphides as Conversion Anodes for Lithium-Ion Batteries

Chemistry of Materials
2020-08-11 | Journal article
Contributors: Angela F. Harper; Matthew L. Evans; Andrew J. Morris
Source: check_circle
Crossref

ilustrado: v0.4

Zenodo
2020-07-02 | Software
Source: Self-asserted source
Matthew L Evans

The OPTIMADE Specification

2020-07-01 | Technical Standard
Source: Self-asserted source
Matthew L Evans

Ab initio Structure Prediction Methods for Battery Materials : A review of recent computational efforts to predict the atomic level structure and bonding in materials for rechargeable batteries

Johnson Matthey Technology Review
2020-04-01 | Journal article
Part of ISSN: 2056-5135
Source: Self-asserted source
Matthew L Evans

Correction to Structure Prediction of Li–Sn and Li–Sb Intermetallics for Lithium-Ion Batteries Anodes

Chemistry of Materials
2018-08-14 | Journal article
Contributors: Martin Mayo; James P. Darby; Matthew L. Evans; Joseph R. Nelson; Andrew J. Morris
Source: check_circle
Crossref

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

Journal of the American Chemical Society
2018-06-27 | Journal article
Contributors: Lauren E. Marbella; Matthew L. Evans; Matthias F. Groh; Joseph Nelson; Kent J. Griffith; Andrew J. Morris; Clare P. Grey
Source: check_circle
Crossref

Interactions between unidirectional quantized vortex rings

Phys. Rev. Fluids
2016-08-08 | Journal article
Contributors: T. Zhu; M. L. Evans; R. A. Brown; P. M. Walmsley; A. I. Golov
Source: Self-asserted source
Matthew L Evans via Crossref Metadata Search

Peer review (2 reviews for 2 publications/grants)

Review activity for npj computational materials. (1)
Review activity for Scientific data. (1)