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Matthew L. Evans

UCLouvain

8 papers hereh-index 12681 citations21 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci6
  • physics.data-an1
  • physics.flu-dyn1
affiliations
  • UCLouvain
  • University of Cambridge
Homepage
same name
  • Matthew L. Evans — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162025
most cited14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon

214 citations · 432 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

physics.data-an2024★ 3 cited

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

Matthew L. Evans, Gian-Marco Rignanese, David Elbert +1

Two key issues hindering the transition towards FAIR data science are the poor discoverability and inconsistent instructions for the use of data extractor tools, i.e., how we go fr…

cond-mat.mtrl-sci2024★ 8 cited

Optical materials discovery and design with federated databases and machine learning

Victor Trinquet, Matthew L. Evans, Cameron J. Hargreaves +2

Combinatorial and guided screening of materials space with density-functional theory and related approaches has provided a wealth of hypothetical inorganic materials, which are inc…

cond-mat.mtrl-sci2024★ 49 cited

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

Matthew L. Evans, Johan Bergsma, Andrius Merkys +56

The Open Databases Integration for Materials Design (OPTIMADE) application programming interface (API) empowers users with holistic access to a growing federation of databases, enh…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.