Difference between revisions of "Working on"

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#*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)
 
#*Evaluating the effectiveness of policy mixes in reducing deforestation at the jurisdiction  level (with Jakob Poffley and Rachael Garrett)
 
#*Evaluating the effectiveness of policy mixes in reducing deforestation at the jurisdiction  level (with Jakob Poffley and Rachael Garrett)
#*Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Yihang She)
+
#*Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Edwin Yang (UW))
 
#'''Extreme weather impact and mitigation'''
 
#'''Extreme weather impact and mitigation'''
 
#*Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
 
#*Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
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#'''Energy systems'''
 
#'''Energy systems'''
 
#*Joint placement, sizing, and operation of solar panels and storage in residential settings (with Hetong Shen)
 
#*Joint placement, sizing, and operation of solar panels and storage in residential settings (with Hetong Shen)
 +
#*Fast sizing of solar and storage for residential energy systems (with Julia Gschwind (ETH))
  
  
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Last updated February 2025
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Last updated April 2025

Revision as of 12:12, 8 April 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. Barlow Twin Foundation Model project
    • 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))
    • Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and SPUN)
    • Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Adam Pellegrini)
  2. Environment and conservation
    • Estimating forest structure parameters 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)
    • Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Edwin Yang (UW))
  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
    • Joint placement, sizing, and operation of solar panels and storage in residential settings (with Hetong Shen)
    • Fast sizing of solar and storage for residential energy systems (with Julia Gschwind (ETH))


Completed work


Last updated April 2025