SLIM GROUP

Repositories for software by SLIM group

Georgia Institute of Technology, USA

Pinned Repositories

Devito-Examples
Set of seismic modeling and inversion examples using Devito for different wave equations.
Language:Jupyter Notebook18 6 05
dfno
Distributed Fourier Neural Operators
Language:Python28 5 03
ExtendedConv.jl
Julia implementation for extended convolutional layers
Language:Julia3 4 00
FNO4CO2
Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
Language:Julia21 4 05
InvertibleNetworks.jl
A Julia framework for invertible neural networks
Language:Julia148 12 2520
JOLI.jl
Julia Operators LIbrary
Language:Julia17 8 75
JUDI.jl
Julia Devito inversion.
Language:Julia94 12 8329
PyCurvelab
Python interface to Curvelab (http://www.curvelet.org)
Language:Python52 10 1424
SetIntersectionProjection.jl
Constrained optimization
Language:Julia11 4 13
XConv
Memory efficient convolution networks
Language:Python6 6 01

SLIM GROUP's Repositories

slimgroup/InvertibleNetworks.jl
A Julia framework for invertible neural networks
Language:Julia148 12 2520
slimgroup/JUDI.jl
Julia Devito inversion.
Language:Julia94 12 8329
slimgroup/FNO4CO2
Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
Language:Julia21 4 05
slimgroup/Devito-Examples
Set of seismic modeling and inversion examples using Devito for different wave equations.
Language:Jupyter Notebook18 6 05
slimgroup/JOLI.jl
Julia Operators LIbrary
Language:Julia17 8 75
slimgroup/SegyIO.jl
SegyIO.jl provides methods to read, write, and scan SEGY datasets.
Language:Julia16 7 105
slimgroup/ImageGather.jl
Image gather tools
Language:Julia11 4 80
slimgroup/SlimOptim.jl
Optimization algorithms for inverse problems.
Language:Jupyter Notebook11 6 31
slimgroup/JutulDarcyRules.jl
JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy
Language:Julia9 5 33
slimgroup/TimeProbeSeismic.jl
Memory efficient seismic inversion via trace estimation
Language:Julia9 4 42
slimgroup/GCS-CAM
Derisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detection
Language:Jupyter Notebook8 4 01
slimgroup/FNO-NF.jl
Solving multiphysics-based inverse problems with learned surrogates and constraints
Language:Julia6 5 00
slimgroup/PhotoAcoustic.jl
Forward and adjoint photoacoustic operators built on top of JUDI which uses DEVITO as backend for solving wave PDE's.
Language:Julia6 5 11
slimgroup/XConv
Memory efficient convolution networks
Language:Python6 6 01
slimgroup/SlimPlotting.jl
SLIM internal plotting utilities
Language:Julia5 5 12
slimgroup/ParametricOperators.jl
Scalable and distributed matrix-free abstractions for machine learning and scientific computing
Language:Julia3 5 14
slimgroup/ServerlessImagingAWS
Serverless seismic imaging on Amazon Web Services
Language:Python3 5 04
slimgroup/ASPIRE.jl
Language:Julia2 3 01
slimgroup/BibTex
SLIM's BibTech database
Language:TeX2 5 01
slimgroup/Software.siahkoohi2019itl
The importance of transfer learning in seismic modeling and imaging by Siahkoohi, A., Louboutin, M., and Herrmann, F. J.
Language:Python2 3 0
slimgroup/TL-FWPI.jl
Time-lapse full-waveform permeability inversion: a feasibility study
Language:Julia2 4 00
slimgroup/WISE.jl
WISE: full-Waveform variational Inference via Subsurface Extensions
Language:Julia2 4 70
slimgroup/ParametricDFNOs.jl
Language:Julia1
slimgroup/WISER.jl
WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction
Language:Julia1 3 0
slimgroup/End2End.jl
Language:Julia0 5 00
slimgroup/IMAGE2024
Image24 extended submissions
Language:TeX0 4 01
slimgroup/CloudSegyIO.jl
SegyIO overlay for writing to Cloud buckets
Language:Julia5 1
slimgroup/IMAGE2023
Image23 extended submissions
Language:TeX5 11
slimgroup/proxy-example
Language:Julia5 01
slimgroup/Software.siahkoohi2019SEGdlbTF
(TensorFlow) Deep-learning based ocean bottom seismic wavefield recovery by Siahkoohi, A., Kumar, R., and Herrmann, F.J.
Language:Python4 0