Sara Shirafkan

A new insight into digital rock analysis using deep learning: a comparative study on the effect of hyperparameter selection and data augmentation

Convolutional neural networks (CNNs) have proven to be powerful tools in deriving rock properties from micro-computed tomography (micro-CT) images, providing a data-driven alternative to conventional digital rock physics workflows. However, the reliability performance and computa...