Working on

What I'm working on

This page is my (not always current) attempt to keep track of all the things I'm working on...

1. TESSERA Foundation Model project
2. Tessera Embeddings Explorer user interface
   • Improving Barlow-Twin representation quality and fast change detection (with Frank Feng and Sadiq Jaffer)
   • Fire scar mapping (with Jovana Knezevic and David Coomes)
   • Understanding how embeddings work using 3D Radiation Transfer Models (with Yihang She and Andrew Blake)
3. An Introduction to Energy Informatics
4. Environment and conservation
   • Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
   • Identifying old growth forests in the Carpathians (with Tom Ratsakatika and Emily Lines)
   • Evaluating the effectiveness of policy mixes in reducing deforestation at the jurisdiction level (with Jakob Poffley and Rachael Garrett)
5. Extreme weather impact and mitigation
   • Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))

Completed work

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Last updated September 2025