Research Fellow
I am a Leverhulme Trust Early Career Research Fellow in the group of Professor Dame Clare Grey FRS in the Yusuf Hamied Department of Chemistry at the University of Cambridge. My research focuses on the development of the open source datalab platform and infrastructure for experimental data management in materials chemistry as a substrate for data- and AI-driven approaches to materials discovery and design.
Publications
32 examples of LLM applications in materials science and chemistry: towards automation, assistants, agents, and accelerated scientific discovery.
Mach Learn Sci Technol
(2025)
6
030701
(doi: 10.1088/2632-2153/ae011a)
Datatractor: Metadata, automation, and registries for extractor interoperability in the chemical and materials sciences
MRS Bulletin
(2025)
50
838
(doi: 10.1557/s43577-025-00925-8)
Cross-disciplinary perspectives on the potential for artificial intelligence across chemistry.
Chemical Society Reviews
(2025)
54
5433
(doi: 10.1039/d5cs00146c)
Optical materials discovery and design with federated databases and machine learning.
Faraday Discuss
(2025)
256
459
(doi: 10.1039/d4fd00092g)
Discovering synthesis targets: general discussion.
Faraday Discussions
(2025)
256
639
(doi: 10.1039/d4fd90064b)
Discovering trends in big data: general discussion
Faraday Discuss
(2025)
256
520
(doi: 10.1039/d4fd90063d)
Discovering structure–property correlations: general discussion
Faraday discussions
(2025)
256
373
(doi: 10.1039/d4fd90062f)
Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening
Journal of Materials Chemistry C
(2025)
13
18197
(doi: 10.1039/d5tc01335f)
Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange.
Digit Discov
(2024)
3
1509
(doi: 10.1039/d4dd00039k)
Jobflow: Computational Workflows Made Simple
Journal of Open Source Software
(2024)
9
5995
(doi: 10.21105/joss.05995)
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