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
Phase Transformations and Phase Segregation during Potassiation of Sn x P y Anodes
Chemistry of Materials
(2022)
34
7460
optimade-python-tools: a Python library for serving and consuming materials data via OPTIMADE APIs
Journal of Open Source Software
(2021)
6
3458
(doi: 10.21105/joss.03458)
OPTIMADE, an API for exchanging materials data.
Scientific Data
(2021)
8
217
(doi: 10.1038/s41597-021-00974-z)
Robust model benchmarking and bias-imbalance in data-driven materials science: A case study on MODNet
Journal of Physics Condensed Matter
(2021)
33
404002
(doi: 10.1088/1361-648X/ac1280)
matador: a Python library for analysing, curating and performing high-throughput density-functional theory calculations
The Journal of Open Source Software
(2020)
5
2563
(doi: 10.21105/joss.02563)
Computational Investigation of Copper Phosphides as Conversion Anodes for Lithium-Ion Batteries
Chemistry of Materials
(2020)
32
6629
Ab initio Structure Prediction Methods for Battery Materials
Johnson Matthey Technology Review
(2020)
64
103
(De)Sodiation via Helical Phosphorus Intermediates in High Capacity Anodes for Sodium-ion Batteries
Journal of the American Chemical Society
(2018)
140
7994
(doi: 10.1021/jacs.8b04183)
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