facies

There are 0 repository under facies topic.

• yalaudah / facies_classification_benchmark

  The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

  benchmarkdatasetdeep-learningfaciesfacies-classificationgeophysicsinterpretationmachine-learningmachine-learning-benchmarkseismic
  Language:Python 109
• 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

• csiro-hydrogeology / pyela

  Python package for Exploratory Lithology Analysis

  geologylithology3d-modelsdata-miningfaciesfacies-classification
  Language:Python 21

• zhaoxin1124ds / Lithofacies-classification-using-machine-learning

  Supervised classification to predict rock facies and a T-test flow to evaluate the prediction performance.

  adjacent-faciesfaciesgradient-boostingknn-classificationmatplotlibrandom-forestsupervised-learning-algorithmssvm-classifiert-test
  Language:Jupyter Notebook 13

• LukasMosser / geolink_dataset

  Analysis notebooks for the geolink well log dataset

  faciesgeologylithologywirelinepetrophysicsmachine-learningdatasetsdataeda
  Language:Jupyter Notebook 8
• gan-facies-modeling

  valentingol / gan-facies-modeling

  Facies modeling using GANs

  attention-mechanismdeep-learningfaciesfacies-classificationfacies-segmentationgangeologysagan
  Language:Jupyter Notebook 7

• saifulapu / StratigraphicMM

  The code snippets and repositories are for generating embedded markov model to establish facies changes in the stratigraphic succession

  faciesmarkov-modelsedimentologystratigraphy
  Language:MATLAB 3

• aaspi / aaspi_attributes

  geophysicsseismicseismic-attributesfaciesfacies-attributes
  Language:HTML 1

• luthfigeo / Facies-Bubble-Map

  Calculate each facies proportion for each well in a field and plot them as bubble map distribution

  visualizationfacies-proportionfacieslithology
  Language:Python 1

• luthfigeo / Facies-Percentage

  Calculate facies percentage within specific intervals

  visualizationlithologyfaciesspecific-intervals
  Language:Jupyter Notebook 0