- 😄 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: [email protected]
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slimgroup/FNO4CO2
slimgroup/FNO4CO2 PublicLearned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
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slimgroup/JutulDarcyRules.jl
slimgroup/JutulDarcyRules.jl PublicJutulDarcyRules: ChainRules extension to Jutul and JutulDarcy
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slimgroup/FNO-NF.jl
slimgroup/FNO-NF.jl PublicSolving multiphysics-based inverse problems with learned surrogates and constraints
Julia 6
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slimgroup/WISE.jl
slimgroup/WISE.jl PublicWISE: full-Waveform variational Inference via Subsurface Extensions
Julia 2
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slimgroup/TL-FWPI.jl
slimgroup/TL-FWPI.jl PublicTime-lapse full-waveform permeability inversion: A feasibility study
Julia 2
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slimgroup/WISER.jl
slimgroup/WISER.jl PublicWISER: multimodal variational inference for full-waveform inversion without dimensionality reduction
Julia 2
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