SLIM GROUP

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88 repositories

ParametricOperators.jl
Public
Scalable and distributed matrix-free abstractions for machine learning and scientific computing
Julia
•
MIT License
•4•4•1•1•Updated Nov 14, 2024Nov 14, 2024
ParametricDFNOs.jl
Public
Julia
•
MIT License
•0•2•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
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•100•9•6•Updated Nov 1, 2024Nov 1, 2024
GeneralizedDiffusion
Public
Python
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Other
•0•0•0•0•Updated Nov 1, 2024Nov 1, 2024
SlimPlotting.jl
Public
SLIM internal plotting utilities
plots
Julia
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MIT License
•2•5•0•1•Updated Oct 28, 2024Oct 28, 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•156•4•12•Updated Oct 28, 2024Oct 28, 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
BibTex
Public
SLIM's BibTech database
TeX
•1•0•0•0•Updated Oct 3, 2024Oct 3, 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
•3•11•1•2•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
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 May 21, 2024May 21, 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
•4•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
•0•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
Devito-Examples
Public
Set of seismic modeling and inversion examples using Devito for different wave equations.
fwi devito
Jupyter Notebook
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MIT License
•5•26•0•0•Updated Jun 13, 2023Jun 13, 2023
End2End.jl
Public
Julia
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MIT License
•0•0•0•0•Updated Jun 3, 2023Jun 3, 2023