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...
  
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#Energy systems
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#'''[https://svr-sk818-web.cl.cam.ac.uk/tessera/index.php/Main_Page TESSERA] Foundation Model project'''
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## 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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#*[https://github.com/sk818/TEE Tessera Embeddings Explorer] user interface
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#Extreme weather impact and mitigation
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#*Improving Barlow-Twin representation quality and fast change detection (with Frank Feng and Sadiq Jaffer)
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##Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
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#*Fire scar mapping (with Jovana Knezevic and David Coomes)
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#Environment and conservation
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#*Understanding how embeddings work using 3D Radiation Transfer Models (with Yihang She and Andrew Blake)
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##Carbon estimation and credits
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#'''[https://sk818.github.io/ebook/ An Introduction to Energy Informatics]'''
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###[https://4c.cst.cam.ac.uk Cambridge Centre for Carbon Credits]
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#'''Environment and conservation'''
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###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)
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###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)
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###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)
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###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'''
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###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))
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##Monitoring and remote sensing
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###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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###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 project (with Frank Feng, Madeleine Lisaius, Sadiq Jaffer, Clement Atzberger, David Coomes, and Anil Madhavapeddy)
 
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###Improving Barlow-Twin representations derived from Sentinel 2 observations
 
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###Creating a system for rapid creation of the model
 
  
 
[[Completed work]]
 
[[Completed work]]
  
 
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Last updated September 2024
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Last updated Feb 2026

Latest revision as of 09:34, 13 February 2026

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
    • 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)
  2. An Introduction to Energy Informatics
  3. 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)
  4. 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

Last updated Feb 2026

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