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1. Deep-Learning-Based-Multiresolution-Parameterization-for-Spatially-Adaptive-Model-Updating Deep-Learning-Based-Multiresolution-Parameterization-for-Spatially-Adaptive-Model-Updating Public

   SPE-212167-MS: Deep Learning-Based Multiresolution Parameterization for Spatially Adaptive Model Updating

   Jupyter Notebook 1

2. DCGAN-for-parametrization-and-image-generation DCGAN-for-parametrization-and-image-generation Public

   Parametrization and generation of geological facies models with Deep Convolutional Generative Adversarial Networks (DCGAN) based on a training image

   Jupyter Notebook 4

3. Well_control_optimization_oilfield Well_control_optimization_oilfield Public

   Well control optimization of an oilfield operated under waterflood

   MATLAB 1

4. SA_AHM_shale_gas SA_AHM_shale_gas Public

   Sensitivity study and Assisted History Matching in a shale gas reservoir.

5. Movie-ranking-predictor Movie-ranking-predictor Public

   Movie ranking predictor (multivariate regression) on IMDB data

   HTML

6. Mathematics-for-Machine-Learning Mathematics-for-Machine-Learning Public

   Repository contains math resources for Machine Learning