Difference between revisions of "Working on"
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Revision as of 12:16, 13 March 2024
Contents
What 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
- Joint optimal placement, sizing, and operation of PV, storage, and bi-directional EVs (with Anais Berkes)
- Policy recommendations to exploit the synergy of residential PV, bi-directional TVs, and working from home (with Anais Berkes and David Reiner)
- Studying the impact of system configuration on the energy usage of LLMs (with Grant Wilkins and Richard Mortier)
Extreme weather impact and mitigation
- Studying how urban buildings can cope with extreme weather events (with Livia Capol, ETH and Zoltan Nagy, UT Austin)
- Studying the impact of climate change on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
Environment and conservation
Carbon credits
- Cambridge Centre for Carbon Credits
- Studying the impact of forest degradation on pan-tropical carbon stock and structure (with Amelia Holcombe and David Coomes)
- Decision-theoretic analysis of the voluntary carbon market (with E-Ping Rau, David Coomes, James Gross, KTH, and Michael Schapira, Hebrew University)
- 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 Andrew Pellegrini)
- Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
Monitoring and remote sensing
- Identifying land use from spatial-spectral-temporal remote sensing using self-supervised learning (with Madeline Lisaius, Clement Atzberger, and Andrew Blake)
- Using CNNs and computer vision for low-cost and realtime insect biodiversity measurement (with Sachin Matthew, Matteo Redana and Lynn Dicks)
- Low-cost sensing of soil moisture (with Ju Wang (Northwest U., China and Omid Abari, UCLA)
- 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))
Misc.
- Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie)
Last updated March 2024