Difference between revisions of "Working on"

 
(79 intermediate revisions by the same user not shown)
Line 1: Line 1:
 
=What I'm working on=
 
=What I'm working on=
  
This page is my 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==
+
#'''Barlow Twin Foundation Model project'''
===Trasmission grid===
+
#*Improving Barlow-Twin representation quality (with Frank Feng and Sadiq Jaffer)
* Studying the impact of climate change on the transmission grid (with Petr Dolezal and Emily Shuckburgh)
+
#*Estimating the impact of small field size on crop representations (with Madeleine Lisaius, Clement Atzberger (Mantle Labs) and Andrew Blake (Mantle Labs))
===Solar,EV, and storage sizing and operation===
+
#*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'''
 +
#*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))
 +
#'''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)
 +
#'''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))
  
==Environment and conservation==
 
  
* [https://4c.cst.cam.ac.uk/ Cambridge Centre for Carbon Credits] (with Tom Swinfield, Anil Madhavapeddy, David Coomes, and Andrew Balmford)
 
* Estimating the rate of carbon sequestration in tropical forests (with Amelia Holcomb, Simon Mathis and David Coomes)
 
* Modelling the value of impermanent sequestration (with Tom Swinfield, Andrew Balmford, Ben Groom and Frank Venmans)
 
* Using a blockchain to store semi-fungible carbon credit tokens (with Derek Sorensen and Anil Madhavapeddy)
 
* Making forest plot measurements faster (with Amelia Holcomb and Sofia Stefanovic)
 
* Identifying till/no-till agriculture from remote sensing (with Madeline Lisa's, Clement Atzberger, and Andrew Blake)
 
 
==Misc.==
 
 
* Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie)
 
  
 
[[Completed work]]
 
[[Completed work]]
  
 
-----
 
-----
Last updated April 2022
+
Last updated April 2025

Latest revision as of 12:13, 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 and David Coomes)
  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