Scholar
Aron Walsh
Google Scholar ID: Ktvn91gAAAAJ
Department of Materials, Imperial College London
Citations & Impact
Citations
51,712
H-index
107
i10-index
386
Publications
20
Co-authors
209
list available
Publications
Resume (English only)
Academic Achievements
- - EU-40 prize from the European Materials Research Society
- - Chemistry Society Reviews Emerging Investigator Lectureship
- - Philip Leverhulme Prize in Chemistry
- - Corday-Morgan Prize from the RSC
- - Elected to Academia Europaea in 2025
- - Select publications:
- - Machine learning for molecular and materials science: https://www.nature.com/articles/s41586-018-0337-2
- - Best practices in machine learning for chemistry: https://www.nature.com/articles/s41557-021-00716-z
- - Has generative artificial intelligence solved inverse materials design? https://doi.org/10.1016/j.matt.2024.05.017
Research Experience
- - Worked for the US Department of Energy at the National Renewable Energy Laboratory
- - Marie Curie Fellowship hosted by University College London
- - Royal Society University Research Fellowship at the University of Bath
- - Research Area Lead for Modelling & Simulation at the Henry Royce Institute
- - Associate Editor for the Journal of the American Chemical Society (JACS) covering artificial intelligence
Education
- PhD in Chemistry from Trinity College Dublin
Background
- A Full Professor and Fellow of the Royal Society of Chemistry (FRSC) in the Department of Materials. Leads the Materials Design Group within the Thomas Young Centre. Research involves cutting-edge materials theory and machine learning applied to problems across solid-state chemistry and physics, including materials for solar cells and fuels, batteries, thermoelectrics, and solid-state lighting.
Miscellany
- Expertise in semiconductor and dielectric theory, and developing innovative approaches for materials data, informatics, and design.
