I'm YoungDon Choi, a principal researcher at K-water AI research Lab ( https://github.com/Kwater-AILab) . I have worked at K-water (https://www.kwater.or.kr/eng/about/sub02/kwaterPage.do?s_mid=1099) since 2003 with many experiences such as dam operation, water resources survey and planning, water technology strategy, and water information system. Currently, I'm working at K-water AI research Lab to apply AI in water resources fields.
I did my PhD from 2017 to 2021 at the UVA Hydroinformatics research group (https://uvahydroinformatics.org/team/) in University of Virginia (https://www.virginia.edu/). This is my Dissertation (https://doi.org/10.18130/g9tg-0c69), google scholar(https://scholar.google.com/citations?user=VCyCE5QAAAAJ&hl=en) and Resume(https://github.com/DavidChoi76/profile/blob/main/YD_Choi_17June2022.pdf)
- π Application of neuralhydrology and other AI technologies for upstream and downstream analysis for dam operation
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π± Long-Term Water Demand Forecasting
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π― Satellite Rainfall Distribution using Machine Learning
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π Urban Inundation Forecasting using Machine Learning as Surrogate Model
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π± Application of NeRF and 3DGS in Water Infrastructures
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π― Drought Quantification using Social data such as Newspapers
- Differentiable Modeling
- hydromt: https://github.com/DavidChoi76/hydromt
- hydromt_wflow: https://github.com/DavidChoi76/hydromt_wflow
- hydromt_delwaq: https://github.com/DavidChoi76/hydromt_delwaq
- hydromt_sfincs: https://github.com/DavidChoi76/hydromt_sfincs
- hydromt_fiat: https://github.com/DavidChoi76/hydromt_fiat
- hydromt_delft3dfm: https://github.com/DavidChoi76/hydromt_delft3dfm
- scikit-opt: https://github.com/DavidChoi76/scikit-opt
- Photogrammetry: https://github.com/DavidChoi76/Photogrammetry-Guide
- OpenDroneMap: https://github.com/OpenDroneMap
React
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Facebook
Microsoft
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Alibaba
D3
Tencent