Log1DNet: A Deep Learning Architecture for Sonic Log Prediction for Seal Rock Identification in Carbon Capture and Storage Projects

Architecture

Dataset

• All data used for training and testing the model can be downloaded here
• Create a folder named data in the current directory. Move the downloaded well files here.

Install requirements

pip install -r requirements.txt

Run notebook

Open and run all cells in the Log1DNet notebook to get the same results reported in the paper