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Achievement: Pull Sharkx3Achievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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Ceyron/README.md

Hi, I'm Felix 👋

I am a research scientist at VIRDX.

I was a Phd student in physics-based deep learning in the group of Prof. Thuerey at Technical University of Munich, funded by the Munich Center of Machine Learning (MCML). My interests are differentiable numerical simulators, machine/deep learning, automatic differentiation, inverse problems, and optimization theory.

👉 Check out my website.

📺 On my YouTube channel, I create in-depth explanatory videos on Machine Learning & Simulation.

👉 Follow me on Twitter or LinkedIn.

💬 My favorite quote: "The best time to plant a tree was 20 years ago. The second best time is now."

💵 These are organizations I donate to regularly:

  • NumFOCUS: This Non-Profit supports many open source projects like Scikit-learn, NumPy, Scipy, Julia etc.
  • Wikipedia: Wikipedia is amazing. Where would I be without it?
  • Signal: The privacy-first alternative to WhatsApp with very little compromises.
  • OpenReview: Keeping reviews and rebuttals visible after paper releases creates trust and context.

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  1. machine-learning-and-simulation machine-learning-and-simulation Public

    All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

    Jupyter Notebook 1.2k 224

  2. exponax exponax Public

    Efficient Differentiable n-d PDE Solvers in JAX.

    Jupyter Notebook 231 18

  3. scientific-python-course scientific-python-course Public

    Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras

    Jupyter Notebook 27 8

  4. pdequinox pdequinox Public

    Neural Emulator Architectures in JAX.

    Python 27

  5. trainax trainax Public

    Training methodologies for autoregressive neural operators/emulators in JAX.

    Python 15

  6. Tsunamis.jl Tsunamis.jl Public

    🌊 🌊 🌊 Parallel Shallow Water Equations Solver by Finite Volume Method and HLLE Riemann Solver in Julia.

    Julia 22 2