Imperial College London

Dr Dan Davies

Faculty of EngineeringDepartment of Materials

Research Associate
 
 
 
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Contact

 

d.davies16

 
 
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Location

 

Royal School of MinesSouth Kensington Campus

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Summary

 

Summary

My research concerns high-throughput screening and design of new inorganic materials for energy applications. I am interested in using machine learning and other low-cost screening techniques to explore vast areas of the chemical landscape. Right now I am applying these tools to exciting new classes of battery materials.

I carried out my PhD within the Walsh Materials Design Group and explored how a combination of empirical rules, and data-mining can be used to supplement accurate electronic structure methods to predict new light-harvesting materials.

2018 - Present: Research Associate (Doctoral Prize Fellowship) - Imperial College London

2015 - 2018: PhD in Sustainable Chemical Technologies - University of Bath

2014 - 2015: MRes in Sustainable Chemical Technologies - University of Bath

2010 - 2014: MChem (Hons) - University of Bath

Publications are listed on my Google Scholar page.

You can see slides I've used for presentations on Speaker Deck.

Publications

Software

Davies D, Butler K, Jackson AJ, et al., 2019, SMACT: Semiconducting Materials by Analogy and Chemical Theory, v.v2.1

More Publications