Nandita Doloi

PINN. Simple PyTorch Implementation of Physics Informed Neural Network (PINN)

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

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

reservoir-super-resolution. Codebase for Super-Resolution Generative Adversial Network (SRGAN) in Reservoir Engineering