slimgroup repositories

95 repositories

XConv
Public
Code to reproduce the results in "XConv: Low-memory stochastic backpropagation for convolutional layers"; TMLR 2026
julia-language pytorch convolutional-layers
julia-language pytorch convolutional-layers convolutional-neural-networks unbiased probing
Python
•
MIT License
•3•7•0•0•Updated Sep 8, 2026Sep 8, 2026
BibTex
Public
SLIM's BibTech database
TeX
•1•0•0•0•Updated Sep 7, 2026Sep 7, 2026
Devito-Examples
Public
Set of seismic modeling and inversion examples using Devito for different wave equations.
fwi devito
fwi devito
Jupyter Notebook
•
MIT License
•13•45•0•0•Updated Aug 8, 2026Aug 8, 2026
JUDI.jl
Public
Julia Devito inversion.
dsl julia linear-algebra
dsl julia linear-algebra inversion parallel-computing jit fwi linear-operators seismic-inversion tti
Julia
•
MIT License
•37•130•10•17•Updated Jul 21, 2026Jul 21, 2026
ImageGather.jl
Public
Image gather tools
julia julia-language julialang
julia julia-language julialang seismic-inversion cig judi seismic-imaging devito
Julia
•
MIT License
•0•13•3•1•Updated Jun 12, 2026Jun 12, 2026
JUDIAgent
Public
Jupyter Notebook
•
MIT License
•0•5•0•1•Updated Jun 11, 2026Jun 11, 2026
Tutorial_UKNDR
Public
Lasso
•
MIT License
•0•0•0•0•Updated Mar 4, 2026Mar 4, 2026
ndr-auto-download
Public
JavaScript
•0•0•0•0•Updated Mar 3, 2026Mar 3, 2026
ParametricOperators.jl
Public
Scalable and distributed matrix-free abstractions for machine learning and scientific computing
Julia
•
MIT License
•6•5•1•1•Updated Feb 16, 2026Feb 16, 2026
JutulDarcyRules.jl
Public
JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy
scalable julia auto-differentiation
scalable julia auto-differentiation numerical-solver fluid-flow two-phase-flow
Julia
•
MIT License
•4•12•3•5•Updated Jan 29, 2026Jan 29, 2026
ServerlessImagingAWS
Public
Serverless seismic imaging on Amazon Web Services
Python
•
MIT License
•2•3•0•1•Updated Jan 16, 2026Jan 16, 2026
3D_unet_denoising
Public
Jupyter Notebook
•
Other
•1•2•0•0•Updated Nov 25, 2025Nov 25, 2025
dp4imaging
Public
Code to partially reproduce results in "Deep Bayesian inference for seismic imaging with tasks", Geophysics 2022
deep-learning geophysics bayesian-inference
deep-learning geophysics bayesian-inference mcmc imaging
Python
•
MIT License
•4•1•0•0•Updated Nov 21, 2025Nov 21, 2025
InvertibleNetworks.jl
Public
A Julia framework for invertible neural networks
machine-learning deep-learning julia
machine-learning deep-learning julia julia-language bayesian-inference normalizing-flows invertible-neural-networks normalizing-flow deep-invertible-networks invertible-1x1-convolutions
Julia
•
MIT License
•25•171•6•14•Updated Oct 1, 2025Oct 1, 2025
Uncertainty-Analysis
Public
Julia
•
MIT License
•0•0•0•0•Updated Aug 12, 2025Aug 12, 2025
IMAGE2025
Public
Image25 abstract submissions
BibTeX Style
•
MIT License
•1•1•0•0•Updated Mar 22, 2025Mar 22, 2025
GeneralizedDiffusion
Public
Python
•
Other
•0•1•0•0•Updated Feb 4, 2025Feb 4, 2025
SegyIO.jl
Public
SegyIO.jl provides methods to read, write, and scan SEGY datasets.
hpc parallel-computing julialang
hpc parallel-computing julialang segy
Julia
•
MIT License
•5•16•7•2•Updated Jan 6, 2025Jan 6, 2025
SAGE
Public
Python
•
Other
•0•0•1•0•Updated Dec 13, 2024Dec 13, 2024
SlimPlotting.jl
Public
SLIM internal plotting utilities
plots
plots
Julia
•
MIT License
•3•5•0•1•Updated Dec 13, 2024Dec 13, 2024
SLIMTutorials
Public
Tutorials for the 2021 ML4Seismic Partners Meeting
Jupyter Notebook
•
MIT License
•3•14•0•0•Updated Dec 13, 2024Dec 13, 2024
WISER.jl
Public
WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction
uncertainty-quantification variational-inference normalizing-flows
uncertainty-quantification variational-inference normalizing-flows full-waveform-inversion conditional-normalizing-flows
Julia
•
MIT License
•2•8•0•0•Updated Dec 5, 2024Dec 5, 2024
ParametricDFNOs.jl
Public
Julia
•
MIT License
•1•4•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
SetIntersectionProjection.jl
Public
Constrained optimization
constraint-satisfaction-problem constraints constrained-optimization
constraint-satisfaction-problem constraints constrained-optimization convex
Julia
•
MIT License
•3•13•0•0•Updated Oct 28, 2024Oct 28, 2024
JOLI.jl
Public
Julia Operators LIbrary
julia vector matrix
julia vector matrix linear-algebra distributed-computing julia-language abstraction
Julia
•
MIT License
•5•18•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
machine-learning deep-learning julia inversion carbon ccs time-lapse fno
Julia
•
MIT License
•6•24•1•0•Updated Sep 25, 2024Sep 25, 2024
TL-FWPI.jl
Public
Time-lapse full-waveform permeability inversion: A feasibility study
monitoring julia inversion
monitoring julia inversion seismic ccs 4d time-lapse geological-carbon-storage
Julia
•
MIT License
•0•4•1•0•Updated Aug 4, 2024Aug 4, 2024
TimeProbeSeismic.jl
Public
Memory efficient seismic inversion via trace estimation
fwi unbiased seismic-inversion
fwi unbiased seismic-inversion judi devito
Julia
•
MIT License
•2•8•1•0•Updated Jun 27, 2024Jun 27, 2024

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SLIM GROUP

All

95 repositories

XConv

BibTex

Devito-Examples

JUDI.jl

ImageGather.jl

JUDIAgent

Tutorial_UKNDR

ndr-auto-download

ParametricOperators.jl

JutulDarcyRules.jl

ServerlessImagingAWS

3D_unet_denoising

dp4imaging

InvertibleNetworks.jl

Uncertainty-Analysis

IMAGE2025

GeneralizedDiffusion

SegyIO.jl

SAGE

SlimPlotting.jl

SLIMTutorials

WISER.jl

ParametricDFNOs.jl

SLIMTutorial2024

FNO-ASPIRE.jl

SetIntersectionProjection.jl

JOLI.jl

FNO4CO2

TL-FWPI.jl

TimeProbeSeismic.jl

Repositories list

95 repositories