Difference between revisions of "Working on"

 
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This page is my (not always current) attempt to keep track of all the things I'm working on...
 
This page is my (not always current) attempt to keep track of all the things I'm working on...
  
#'''[https://arxiv.org/abs/2506.20380 TESSERA] Foundation Model project'''
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#'''[https://svr-sk818-web.cl.cam.ac.uk/tessera/index.php/Main_Page TESSERA] Foundation Model project'''
 
#*Improving Barlow-Twin representation quality (with Frank Feng and Sadiq Jaffer)
 
#*Improving Barlow-Twin representation quality (with Frank Feng and Sadiq Jaffer)
#*Estimating the impact of small field size on crop representations (with Madeleine Lisaius, Clement Atzberger (Mantle Labs) and Andrew Blake (Mantle Labs))
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#*Change detection (with Jovana Knezevic and David Coomes)
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#*Estimating the impact of small field size on crop representations (with Madeleine Lisaius, Clement Atzberger (dClimate Labs) and Andrew Blake (Mantle Labs))
 
#*Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and [https://spun.earth SPUN])
 
#*Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and [https://spun.earth SPUN])
#*Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic and David Coomes)
 
 
#'''Environment and conservation'''
 
#'''Environment and conservation'''
#*Estimating forest structure parameters using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
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#*Estimating forest structure using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
 
#*Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
 
#*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)
 
#*Identifying old growth forests in the Carpathians (with Tom Ratsakatika and Emily Lines)
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Last updated April 2025
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Last updated September 2025

Latest revision as of 09:26, 24 September 2025

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
    • Improving Barlow-Twin representation quality (with Frank Feng and Sadiq Jaffer)
    • Change detection (with Jovana Knezevic and David Coomes)
    • Estimating the impact of small field size on crop representations (with Madeleine Lisaius, Clement Atzberger (dClimate Labs) and Andrew Blake (Mantle Labs))
    • Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and SPUN)
  2. Environment and conservation
    • Estimating forest structure using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
    • 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)
  3. Extreme weather impact and mitigation
    • Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
    • Creating spatially-explicit maps of extreme weather impact on building occupants (with Andrea Domiter)
  4. Energy systems


Completed work


Last updated September 2025