SLIM GROUP

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88 repositories

JUDI.jl
Public
Julia Devito inversion.
dsl linear-algebra inversion parallel-computing jit fwi linear-operators seismic-inversion tti seismic-imaging
Julia
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MIT License
•32•104•9•10•Updated Jan 5, 2025Jan 5, 2025
dp4imaging
Public
Code to partially reproduce results in "Deep Bayesian inference for seismic imaging with tasks", Geophysics 2022
deep-learning geophysics bayesian-inference mcmc imaging
Python
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MIT License
•2•1•0•0•Updated Dec 20, 2024Dec 20, 2024
InvertibleNetworks.jl
Public
A Julia framework for invertible neural networks
julia julia-language normalizing-flows invertible-neural-networks normalizing-flow deep-invertible-networks invertible-1x1-convolutions machine-learning deep-learning bayesian-inference
Julia
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MIT License
•23•160•4•14•Updated Dec 16, 2024Dec 16, 2024
SlimPlotting.jl
Public
SLIM internal plotting utilities
plots
Julia
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MIT License
•3•5•0•1•Updated Dec 13, 2024Dec 13, 2024
SLIMTutorials
Public
Tutorials for the 2021 ML4Seismic Partners Meeting
Jupyter Notebook
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MIT License
•3•11•0•0•Updated Dec 13, 2024Dec 13, 2024
GeneralizedDiffusion
Public
Python
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Other
•0•1•0•0•Updated Dec 12, 2024Dec 12, 2024
BibTex
Public
SLIM's BibTech database
TeX
•1•0•0•0•Updated Dec 11, 2024Dec 11, 2024
WISER.jl
Public
WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction
uncertainty-quantification variational-inference normalizing-flows full-waveform-inversion conditional-normalizing-flows
Julia
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MIT License
•0•2•0•0•Updated Dec 5, 2024Dec 5, 2024
ParametricOperators.jl
Public
Scalable and distributed matrix-free abstractions for machine learning and scientific computing
Julia
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MIT License
•4•5•1•1•Updated Nov 14, 2024Nov 14, 2024
ParametricDFNOs.jl
Public
Julia
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MIT License
•0•3•1•0•Updated Nov 14, 2024Nov 14, 2024
SLIMTutorial2024
Public
Tutorials for 2024 ML4Seismic meeting
0•0•0•0•Updated Nov 12, 2024Nov 12, 2024
FNO-ASPIRE.jl
Public
Julia
•0•0•0•1•Updated Nov 4, 2024Nov 4, 2024
ImageGather.jl
Public
Image gather tools
julia julia-language julialang seismic-inversion cig judi seismic-imaging devito
Julia
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MIT License
•0•11•2•0•Updated Nov 1, 2024Nov 1, 2024
SetIntersectionProjection.jl
Public
Constrained optimization
constraint-satisfaction-problem constraints constrained-optimization convex
Julia
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MIT License
•3•11•0•0•Updated Oct 28, 2024Oct 28, 2024
JOLI.jl
Public
Julia Operators LIbrary
linear-algebra distributed-computing julia-language abstraction julia vector matrix
Julia
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MIT License
•5•17•2•1•Updated Oct 28, 2024Oct 28, 2024
FNO4CO2
Public
Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
machine-learning deep-learning julia inversion carbon ccs time-lapse fno
Julia
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MIT License
•5•21•0•0•Updated Sep 25, 2024Sep 25, 2024
TL-FWPI.jl
Public
Time-lapse full-waveform permeability inversion: A feasibility study
monitoring julia inversion seismic ccs 4d time-lapse geological-carbon-storage
Julia
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MIT License
•0•2•0•0•Updated Aug 4, 2024Aug 4, 2024
JutulDarcyRules.jl
Public
JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy
scalable julia auto-differentiation numerical-solver fluid-flow two-phase-flow
Julia
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MIT License
•4•11•3•3•Updated Aug 3, 2024Aug 3, 2024
TimeProbeSeismic.jl
Public
Memory efficient seismic inversion via trace estimation
fwi unbiased seismic-inversion judi devito
Julia
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MIT License
•2•9•1•0•Updated Jun 27, 2024Jun 27, 2024
WISE.jl
Public
WISE: full-Waveform variational Inference via Subsurface Extensions
bayesian-inference uncertainty-quantification normalizing-flows full-waveform-inversion conditional-normalizing-flows generative-ai
Julia
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MIT License
•0•2•2•0•Updated Jun 12, 2024Jun 12, 2024
ASPIRE.jl
Public
Julia
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MIT License
•1•3•0•0•Updated May 14, 2024May 14, 2024
ServerlessImagingAWS
Public
Serverless seismic imaging on Amazon Web Services
Python
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MIT License
•3•3•0•0•Updated Apr 22, 2024Apr 22, 2024
CloudSegyIO.jl
Public
SegyIO overlay for writing to Cloud buckets
aws-s3 azure-blob julialang segy azure s3-bucket azure-storage
Julia
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MIT License
•0•0•0•0•Updated Apr 16, 2024Apr 16, 2024
proxy-example
Public
Julia
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MIT License
•2•0•0•0•Updated Apr 2, 2024Apr 2, 2024
IMAGE2024
Public
Image24 extended submissions
TeX
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MIT License
•1•0•0•0•Updated Mar 28, 2024Mar 28, 2024
SlimOptim.jl
Public
Optimization algorithms for inverse problems.
constraints optimization-algorithms denoising quasi-newton algorithm spg
Jupyter Notebook
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MIT License
•1•12•1•0•Updated Mar 19, 2024Mar 19, 2024
SegyIO.jl
Public
SegyIO.jl provides methods to read, write, and scan SEGY datasets.
hpc parallel-computing julialang segy
Julia
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MIT License
•5•16•7•2•Updated Feb 1, 2024Feb 1, 2024
GCS-CAM
Public
Derisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detection
classifier deep-learning time-lapse seismic-imaging geological-carbon-storage
Jupyter Notebook
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MIT License
•1•8•0•0•Updated Oct 26, 2023Oct 26, 2023
FNO-NF.jl
Public
Solving multiphysics-based inverse problems with learned surrogates and constraints
inversion constraints geophysics inverse-problems normalizing-flows reservoir-simulation geological-carbon-storage fourier-neural-operator julia
Julia
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MIT License
•1•6•0•0•Updated Oct 15, 2023Oct 15, 2023
IMAGE2023
Public
Image23 extended submissions
geophysics
TeX
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MIT License
•1•0•0•1•Updated Jul 18, 2023Jul 18, 2023