Difference between revisions of "Working on"
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| − | =What I'm | + | =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== |
| − | + | * 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) |
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| − | * | + | ==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 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=== |
| − | + | * 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) | ||
| + | * 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.== | ==Misc.== | ||
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* Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie) | * Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie) | ||
| + | [[Completed work]] | ||
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| − | + | Last updated March 2024 | |
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| − | Last updated | ||
Latest revision as of 17:22, 1 June 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 extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
Environment and conservation
Carbon estimation and 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)
- 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
- 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)
- 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