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@slimgroup

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ziyiyin97/README.md

Hi there 👋

  • 😄 My name is Ziyi Yin (尹梓屹 in Chinese) and people usually call me Francis.
  • 🏫 I am a research geophysicist at Oxy, working on generative AI and SciML solutions for seismic imaging and inversion.
  • 💬 I am generally interested in deep learning, large-scale inverse problems, uncertainty quantification, Bayesian inference, computational imaging, and PDE-constrained optimization.
  • 📩 Email: ziyiyin97@outlook.com

Github Stats

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  1. slimgroup/FNO4CO2 slimgroup/FNO4CO2 Public

    Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators

    Julia 21 5

  2. slimgroup/JutulDarcyRules.jl slimgroup/JutulDarcyRules.jl Public

    JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy

    Julia 11 3

  3. slimgroup/FNO-NF.jl slimgroup/FNO-NF.jl Public

    Solving multiphysics-based inverse problems with learned surrogates and constraints

    Julia 6

  4. slimgroup/WISE.jl slimgroup/WISE.jl Public

    WISE: full-Waveform variational Inference via Subsurface Extensions

    Julia 2

  5. slimgroup/TL-FWPI.jl slimgroup/TL-FWPI.jl Public

    Time-lapse full-waveform permeability inversion: A feasibility study

    Julia 2

  6. slimgroup/WISER.jl slimgroup/WISER.jl Public

    WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction

    Julia 2