Difference between revisions of "Working on"
 
(29 intermediate revisions by the same user not shown)
Line 3: Line 3:
 
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==
+
#'''[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)
+
#*Improving Barlow-Twin representation quality and fast change detection (with Frank Feng and Sadiq Jaffer)
 +
#*Habitat mapping (with Jovana Knezevic and David Coomes)
 +
#'''[https://sk818.github.io/ebook/ An Introduction to Energy Informatics]'''
 +
#'''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)
 +
#'''Extreme weather impact and mitigation'''
 +
#*Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
  
−
==Extreme weather impact and mitigation==
 
−
* Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
 
  
−
==Environment and conservation==
 
−
===Carbon estimation and credits===
 
−
* [https://4c.cst.cam.ac.uk Cambridge Centre for Carbon Credits]
 
−
* Studying the impact of forest degradation on pan-tropical carbon stock and structure (with Amelia Holcombe and David Coomes)
 
−
* 3D forest structure reconstruction using monocular vision and DNNs (with Yihang She, David Coomes, and Andrew Blake)
 
−
* Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Adam Pellegrini)
 
−
* Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
 
−
* Ex-ante quantification of carbon credits from avoided deforestation (with E-Ping Rau, Tom Swinfield, and Abby Williams)
 
  
−
===Monitoring and remote sensing===
+
[[Completed work]]
−
* 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))
 
−
* Low-cost sensing of soil moisture (with Ju Wang (Northwest U., China)
 
−
* Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Yihang She)
 
−
* Monitoring wild boar and lynx population in the Carpathians (with Tom Ratsakatika and Ruben Iosif (carpathian.org))
 
−
* Developing a synthetic forest dataset for accelerating the training of AI algorithms for forest monitoring (with Frank Feng and Yihang She)
 
−
 
 
−
==[[Completed work]]==
 
  
 
-----
 
-----
−
Last updated July 2024
+
Last updated September 2025

Latest revision as of 12:47, 27 November 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 and fast change detection (with Frank Feng and Sadiq Jaffer)
    • Habitat mapping (with Jovana Knezevic and David Coomes)
  2. An Introduction to Energy Informatics
  3. 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)
  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 September 2025

Retrieved from "https://svr-sk818-web.cl.cam.ac.uk/keshav/wiki/index.php?title=Working_on&oldid=1876"