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InvertibleNetworks.jl
PublicA Julia framework for invertible neural networksJUDI.jl
Public- Constrained optimization
JOLI.jl
PublicJulia Operators LIbraryBibTex
PublicParametricDFNOs.jl
PublicParametricOperators.jl
Public- Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
ImageGather.jl
PublicImage gather toolsTL-FWPI.jl
PublicTime-lapse full-waveform permeability inversion: A feasibility studyJutulDarcyRules.jl
PublicJutulDarcyRules: ChainRules extension to Jutul and JutulDarcyTimeProbeSeismic.jl
Public- WISE: full-Waveform variational Inference via Subsurface Extensions
WISER.jl
PublicWISER: multimodal variational inference for full-waveform inversion without dimensionality reductionASPIRE.jl
PublicServerlessImagingAWS
PublicCloudSegyIO.jl
Publicproxy-example
PublicIMAGE2024
PublicSlimOptim.jl
PublicOptimization algorithms for inverse problems.SegyIO.jl
PublicGCS-CAM
PublicDerisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detectionFNO-NF.jl
PublicSolving multiphysics-based inverse problems with learned surrogates and constraintsIMAGE2023
PublicDevito-Examples
PublicEnd2End.jl
PublicPhotoAcoustic.jl
PublicXConv
PublicMemory efficient convolution networks- The importance of transfer learning in seismic modeling and imaging by Siahkoohi, A., Louboutin, M., and Herrmann, F. J.