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...
  
#Energy systems
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#'''[https://svr-sk818-web.cl.cam.ac.uk/tessera/index.php/Main_Page TESSERA] Foundation Model project'''
## Policy recommendations to exploit the synergy of residential PV, bi-directional TVs, and working from home (with Anais Berkes and David Reiner)
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#*Improving Barlow-Twin representation quality (with Frank Feng and Sadiq Jaffer)
#Extreme weather impact and mitigation
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#*Change detection (with Jovana Knezevic and David Coomes)
##Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
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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))
#Environment and conservation
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#*Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and [https://spun.earth SPUN])
##Carbon estimation and credits
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#'''Environment and conservation'''
###[https://4c.cst.cam.ac.uk Cambridge Centre for Carbon Credits]
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#*Estimating forest structure using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
###Studying the impact of forest degradation on pan-tropical carbon stock and structure (with Amelia Holcombe and David Coomes)
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#*Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
###Estimating forest structure parameters using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
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#*Identifying old growth forests in the Carpathians (with Tom Ratsakatika and Emily Lines)
###Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Adam Pellegrini)
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#*Evaluating the effectiveness of policy mixes in reducing deforestation at the jurisdiction  level (with Jakob Poffley and Rachael Garrett)
###Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
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#'''Extreme weather impact and mitigation'''
###Ex-ante quantification of carbon credits from avoided deforestation (with E-Ping Rau, Tom Swinfield, and Abby Williams)
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#*Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
##Monitoring and remote sensing
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#*Creating spatially-explicit maps of extreme weather impact on building occupants (with Andrea Domiter)
###Estimating the impact of small field size on Barlow Twin land use representations (with Madeleine Lisaius, Clement Atzberger (Mantle Labs) and Andrew Blake (Mantle Labs))
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#'''Energy systems'''
###Low-cost sensing of soil moisture (with Ju Wang (Northwest U., China))
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###Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Yihang She)
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##Barlow Twin Foundation Model project (with Frank Feng, Madeleine Lisaius, Sadiq Jaffer, Clement Atzberger, David Coomes, and Anil Madhavapeddy)
 
###Improving Barlow-Twin representations derived from Sentinel 2 observations
 
###Creating a system for rapid creation of the foundation model
 
  
 
[[Completed work]]
 
[[Completed work]]
  
 
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Last updated September 2024
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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