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benmoseley/README.md

Hi there 👋

I am a Postdoctoral Fellow at the ETH Zürich AI Center and member of the ETH Zürich Computational and Applied Mathematics Lab. My research focuses on developing scientific machine learning algorithms that can scale to solve real-world problems. Check out my website / blog and LinkedIn profile for more. I was also a ML Team Lead for NASA's Frontier Development Lab.

I'm open to collaboration on projects involving scientific machine learning / physics-informed machine learning. Check out my FBPINNs repository for our latest work on scalable physics-informed neural networks.

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  1. FBPINNs FBPINNs Public

    Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)

    Python 250 57

  2. DLSC-2023 DLSC-2023 Public

    ETH Zürich Deep Learning in Scientific Computing Master's course 2023

    Jupyter Notebook 86 18

  3. harmonic-oscillator-pinn harmonic-oscillator-pinn Public

    Code accompanying my blog post: So, what is a physics-informed neural network?

    Jupyter Notebook 505 143

  4. AISE-2024 AISE-2024 Public

    ETH Zürich AI in the Sciences and Engineering Master's course 2024

    Jupyter Notebook 13

  5. harmonic-oscillator-pinn-workshop harmonic-oscillator-pinn-workshop Public

    Introductory workshop on PINNs using the harmonic oscillator

    Jupyter Notebook 61 26

  6. intro-to-jax-workshop intro-to-jax-workshop Public

    Introduction to JAX Workshop @ ETH Zurich, 25 June 2024

    Jupyter Notebook 13