Nuclear spin detection via deep learning models

This repository contains the codes in the paper - Deep learning enhanced individual nuclear-spin detection

All datasets is available on request.

Tutorials in step by step (Recommended: open in Chrome (Windows) or Safari (Mac) broswer)

　　　Part 1. Data handling and generation in the proposed representation Link
　　　Part 2. Denoising model Link
　　　Part 3. Hyperfine parameter classifier (HPC) model (in N32 CPMG signal) Link
　　　Part 4. Hyperfine parameter classifier (HPC) model (in N256 CPMG signal) Link
　　　Part 5. Regression Model Link

If there are any concerns or questions, please contact authors. (khoony.jung@gmail.com)