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Achievement: StarstruckAchievement: Quickdraw

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@hydroshub

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oreopie/README.md

Yoo-hoo, I'm Shijie Jiang. 👋

GitHub

About me 😄

  • 🌱 Researcher at 🇩🇪 Max Planck Institute for Biogeochemistry
  • 🔍 Working on climate–water–ecosystem interactions under changing climate and human impacts
  • 🧠 Mixing domain knowledge with hybrid + explainable ML to understand complex Earth system processes
  • 💡 Interests:
    • 🌍 Ecohydrological processes at multiple scales
    • ⚡ Physics-guided + interpretable AI
    • 🔄 Water–energy–carbon cycle feedbacks
    • 🌪 Predictability & attribution of climate extremes
    • 🌡 Climate change impacts & human influences

Find me & my group 🌐

👉 Machine Learning for Hydrological and Earth Systems

Pinned Loading

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

    Identification of compounding drivers of river floods

    Jupyter Notebook 7 3

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

    Interpretive deep learning for identifying flooding mechanisms

    Jupyter Notebook 22 7

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

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

    Jupyter Notebook 15 7