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1. PINN PINN Public

   Simple PyTorch Implementation of Physics Informed Neural Network (PINN)

   Jupyter Notebook 258 47

2. cnn-infill-optimization cnn-infill-optimization Public

   This repository contains parts of the code implemented for my project: Comparison of local vs global geological data for Reservoir oil recovery forecasting

   Jupyter Notebook 2 1

3. PIML PIML Public

   My pytorch based implementation of the paper 'Limitations of Physics Informed Machine Learning for Nonlinear Two-Phase Transport in Porous Media'

   Jupyter Notebook 8 5

4. reservoir-super-resolution reservoir-super-resolution Public

   Codebase for Super-Resolution Generative Adversial Network (SRGAN) in Reservoir Engineering

   Python