slimgroup

SLIM GROUP's repositories

InvertibleNetworks.jl

A Julia framework for invertible neural networks

Language:JuliaMIT146 12 25

JUDI.jl

Julia Devito inversion.

Language:JuliaMIT93 12 79

FNO4CO2

Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators

Language:JuliaMIT21 40

Devito-Examples

Set of seismic modeling and inversion examples using Devito for different wave equations.

Language:Jupyter NotebookMIT17 60

JOLI.jl

Julia Operators LIbrary

Language:JuliaMIT17 8 7

SegyIO.jl

SegyIO.jl provides methods to read, write, and scan SEGY datasets.

Language:JuliaMIT16 7 9

ImageGather.jl

Image gather tools

Language:JuliaMIT11 4 8

SlimOptim.jl

Optimization algorithms for inverse problems.

Language:Jupyter NotebookMIT11 6 3

JutulDarcyRules.jl

JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy

Language:JuliaMIT9 5 2

GCS-CAM

Derisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detection

Language:Jupyter NotebookMIT8 40

TimeProbeSeismic.jl

Memory efficient seismic inversion via trace estimation

Language:JuliaMIT8 4 4

FNO-NF.jl

Solving multiphysics-based inverse problems with learned surrogates and constraints

Language:JuliaMIT6 50

PhotoAcoustic.jl

Forward and adjoint photoacoustic operators built on top of JUDI which uses DEVITO as backend for solving wave PDE's.

Language:JuliaMIT5 5 1

SlimPlotting.jl

SLIM internal plotting utilities

Language:JuliaMIT5 5 1

XConv

Memory efficient convolution networks

Language:PythonMIT5 60

ParametricOperators.jl

Scalable and distributed matrix-free abstractions for machine learning and scientific computing

Language:JuliaMIT3 5 1

ServerlessImagingAWS

Serverless seismic imaging on Amazon Web Services

Language:PythonMIT3 50

ASPIRE.jl

Language:JuliaMIT200

BibTex

SLIM's BibTech database

Language:TeX2 50

Software.siahkoohi2019itl

The importance of transfer learning in seismic modeling and imaging by Siahkoohi, A., Louboutin, M., and Herrmann, F. J.

Language:PythonMIT2 30

TL-FWPI.jl

Time-lapse full-waveform permeability inversion: a feasibility study

Language:JuliaMIT2 40

WISE.jl

WISE: full-Waveform variational Inference via Subsurface Extensions

Language:JuliaMIT2 4 5

ParametricDFNOs.jl

Language:JuliaMIT100

WISER.jl

WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction

Language:JuliaMIT100

End2End.jl

Language:JuliaMIT050

CloudSegyIO.jl

SegyIO overlay for writing to Cloud buckets

Language:JuliaMIT05 1

IMAGE2023

Image23 extended submissions

Language:TeXMIT05 1

IMAGE2024

Image24 extended submissions

Language:TeXMIT040

proxy-example

Language:JuliaMIT050

Software.siahkoohi2019SEGdlbTF

(TensorFlow) Deep-learning based ocean bottom seismic wavefield recovery by Siahkoohi, A., Kumar, R., and Herrmann, F.J.

Language:PythonMIT040