- π My name is Ziyi Yin (ε°Ήζ’ε±Ή in Chinese) and people usually call me Francis.
- π« I am a PhD candidate in School of Computational Science and Engineering of College of Computing at Georgia Institute of Technology.
- π I work in Seismic Laboratory for Imaging and Modeling group on scientific machine learning techniques for solving geophysical inverse problems.
- π¬ I am generally interested in deep learning, large-scale inverse problems, uncertainty quantification, Bayesian inference, computational imaging, and PDE-constrained optimization.
- π© Email: [email protected]
π
SciML Researcher
-
Georgia Tech
- Atlanta, GA
- ziyiyin97.github.io
- @Francis47543639
- in/ziyi-francis-yin
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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
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slimgroup/WISE.jl
slimgroup/WISE.jl PublicWISE: full-Waveform variational Inference via Subsurface Extensions
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slimgroup/TL-FWPI.jl
slimgroup/TL-FWPI.jl PublicTime-lapse full-waveform permeability inversion: a feasibility study
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slimgroup/WISER.jl
slimgroup/WISER.jl PublicWISER: multimodal variational inference for full-waveform inversion without dimensionality reduction
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