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oreopie/README.md

Yoo-hoo, I'm Shijie Jiang. 👋

GitHub

About me 😄

  • 🍻 Postdoc researcher at 🇩🇪 UFZ (Helmholtz Centre for Environmental Research).
  • 👨🏻‍🎓 Ph.D. at 🇸🇬 NUS, also trained at 🇨🇳 SUSTech, in Hydrology
  • ⚡ Python / R / MATLAB / C / C++
  • ⛱ Like frontend design as well (JavaScript)
  • 🍭 Fields of Interest: Interdisciplinary applications of machine learning / computer vision / interpretable AI in hydrology and climate-related research

Get in touch 📫

Pinned

  1. flood-compounding-drivers flood-compounding-drivers Public

    Identification of compounding drivers of river floods

    Jupyter Notebook 1

  2. hydro-interpretive-dl hydro-interpretive-dl Public

    Interpretive deep learning for identifying flooding mechanisms

    Jupyter Notebook 13 6

  3. physics-aware-dl physics-aware-dl Public

    Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"

    Jupyter Notebook 14 4