seismic-inversion

There are 8 repositories under seismic-inversion topic.

• seismic-deeplearning

  microsoft / seismic-deeplearning

  Deep Learning for Seismic Imaging and Interpretation

  computer-visiondeep-learningmicrosoftneural-networkssegmentationseismicseismic-dataseismic-imagingseismic-inversionseismic-processing
  Language:Python 376

• YangFangShu / FCNVMB-Deep-learning-based-seismic-velocity-model-building

  Deep-learning inversion: A next-generation seismic velocity model building method

  deep-learningseismic-inversiondeep-neural-networksvelocity-modelssupervised-machine-learning
  Language:Python 158

• slimgroup / JUDI.jl

  Julia Devito inversion.

  fwiinversionparallel-computingjuliadevitojitlinear-algebradsllinear-operatorsls-rtmisotropic-acoustic-operatorsseismic-inversionanisotropic-mediaseismic-imagingtti
  Language:Julia 93

• saeedsltm / PyVelest

  A python code for running VELEST (1D velocity calculation using travel time inversion)

  pythonvelesttraveltimeseismic-inversion
  Language:Python 59

• AmirMardan / PyFWI

  This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)

  seismicfull-waveform-inversionfwitl-fwiwave-modellingmonitoringseismic-inversionseismic-monitoringtime-lapsetime-lapse-imaging
  Language:Jupyter Notebook 54
• sourcespec

  SeismicSource / sourcespec

  Earthquake source parameters from P- and S-wave displacement spectra

  earthquake-sourceearthquake-source-characterizationearthquakesseismicseismic-dataseismic-inversion
  Language:Python 44

• vkazei / deeplogs

  Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.

  deep-learningdeep-neural-networksseismic-imagingseismic-inversionfull-waveform-inversionwell-logs
  Language:Jupyter Notebook 37

• patnr / FM

  Fast Marching (FM) method implementation in Matlab and C++

  seismic-wavesseismic-inversionseismic-sourcewavefrontfast-marching
  Language:MATLAB 33

• pawbz / GeoPhyInv.jl

  A Julia Toolbox for Geophysical Modeling and Inverse Problems

  seismic-inversionseismic-wavesseismic-tomographypoissonjuliacudaparallel-computinggpuelasticstaggeredgridfinite-difference-method
  Language:Julia 29
• GaussianMixMCMC_Metropolis

  leandrofgr / GaussianMixMCMC_Metropolis

  Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion

  faciesgaussian-mixture-modelsgeophysicsinverse-problemsmcmcmetropolis-hastingsseismic-inversion
  Language:MATLAB 24

• izzatum / FWIGAN

  FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning

  fwiganseismic-inversioninverse-problems
  Language:Jupyter Notebook 22
• Seismic_PnP

  DIG-Kaust / Seismic_PnP

  Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers

  deep-learningdenoisingplugandplayseismic-inversion
  Language:Jupyter Notebook 18

• cako / KirchMig.jl

  Julia package to perform Kirchhoff migration and demigration

  geophysicsjuliaseismicseismic-imagingseismic-inversion
  Language:Jupyter Notebook 15

• ovcharenkoo / mtl_low

  Multi-task learning for low-frequency extrapolation and elastic model building

  seismicseismic-inversiondeep-learningmultitask-learningmtlpytorch
  Language:Jupyter Notebook 15

• ajinkyakadu / ParametricLevelSet

  Geometric Inverse Problem using Parametric Level-Set

  matlablevel-set-methodinverse-problemsimagingtomographyseismic-inversionscientific-computingshape-sensing
  Language:MATLAB 14
• SardineReborn

  hadrienmichel / SardineReborn

  Seismic refraction - New implementation of the Sardine software

  pythonrefractionseismologyseismic-inversionobspypygimli
  Language:Python 12

• roscibely / seismic-inversion

  Seismic inversion

  seismic-inversionseismic-processingseismologyseismic-dataseismic-imaging
  Language:MATLAB 12

• tgautam03 / SVMB_TL

  Seismic Velocity Modeling using Deep Transfer Learning

  transfer-learningcnnseismic-inversion
  Language:Python 12

• slimgroup / ImageGather.jl

  Image gather tools

  cigseismic-inversionseismic-imagingdevitojudijuliajulia-languagejulialang
  Language:Julia 11

• nahmed215 / avoinversion

  Adjoint-state based AVO Inversion Method

  adjoint-methodadjoint-optimisationl-bfgsoptimizationseismic-interpretationseismic-inversionavo-inversion
  Language:MATLAB 10

• nbouziani / seismic-inversion

  Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake

  domain-specific-languagefiredrakemachine-learningpartial-differential-equationsseismic-inversionautogradautomatic-differentiationdolfin-adjointuflneural-network-based-regularizer
  Language:Python 10

• afifahrahmak / 3D-Velocity-Modelling

  tomographyvelocity-modelsseismic-inversionseismic-tomographygeophysicsgeocodingearth-scienceearthquakesearth-observation
  Language:Python 9

• slimgroup / TimeProbeSeismic.jl

  Memory efficient seismic inversion via trace estimation

  seismic-inversionunbiasedfwidevitojudi
  Language:Julia 8

• afifahrahmak / HypoDD

  Relocate the hypocenters using double difference algorithm

  earth-sciencerelocationearthquakesseismic-inversion
  Language:Fortran 6

• pawbz / FocusedBlindDecon.jl

  FBD: Multi-channel blind deconvolution with focusing constraints

  signal-processingdeconvolutiongreen-functionsseismic-inversionseismic-imagingblind-source-separation
  Language:Julia 6

• globalseismology / avni

  Analysis and Visualization toolkit for plaNetary Inferences

  earthearth-observationearth-scienceearthquakeearthquake-datageochemistrygeodesygeodynamicsgeologygeophysical-inversionsgeophysicsmineralmodelmodelingmodeling-toolphysicsseismic-inversionseismic-tomographyseismic-wavesseismology
  Language:Python 4

• inverseproblem / KronLinInv

  Kronecker-product-based linear inversion under Gaussian and separability assumptions.

  inverse-problemsgeophysicskronecker-productposterior-probabilityfortranjuliaparallelopenmpipythonseismic-inversion
  Language:Fortran 4

• AtilaSaraiva / Devito-playbox

  A few of my adventures with Devito.

  seismicseismic-inversionmodeling-and-simulationnix-shell
  Language:Jupyter Notebook 3

• danielpeter / specfem3d_globe

  SPECFEM3D_GLOBE simulates global and regional (continental-scale) seismic wave propagation. http://danielpeter.github.io/specfem3d_globe/

  seismicwaveswaveformswaveform-inversiontomographyseismic-tomographyseismic-inversionseismologygeophysicsgeophysical-inversions
  Language:Fortran 3

• DeepWave-KAUST / Seis2Rock

  Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data

  data-drivenpetrophysical-propertiesseismic-inversion
  Language:Jupyter Notebook 3
• vfsa

  Dirack / vfsa

  Very Fast Simulated Annealing global optimization of the zero offset CRS parameters

  global-optimizationcrsgeophysicsseismic-inversionvery-fast-simulated-aneelingmadagascarcpython3sconssemblance
  Language:C 3

• michpaulatto / AppliedGeophysicsExercises

  Computer exercises for Advanced Applied Geophysics Teaching module

  geophysicsopeneducationseismic-inversionexercises
  Language:Jupyter Notebook 3

• SeisPider / SimInvVelRelocate

  Tools used for performing Simultaneous inversion for surface wave phase velocity and earthquake centroid parameters

  seismic-inversionearthquake-dataambient-noise
  Language:Python 3

• arjundatta23 / cc_kern_inv

  A seismological code in Python: this is a package for full waveform ambient seismic noise inversion for sources or structure.

  ambient-noiseinterferometryseismic-inversion
  Language:Python 2

• dpgraham4401 / libseis

  A collection of seismic data processing tools - mostly a learn by doing project

  geophysical-inversionsgeophysicsseismicseismic-dataseismic-inversionseismic-processingseismology
  Language:C 2

• phbastosa / SeisFAT3D

  Modeling, inversion and migration focusing on seismic first arrivals

  cuda-programmingseismic-wavesseismic-imagingseismic-inversion
  Language:Cuda 1