Codes for arXiv:2106.08101
This repository contains three ipython notebooks:
- gap_data.ipynb creates machine learning data
- DQP_EC3.ipynb contains all annealing and quench functions
- ML_DQP.ipynb contains the tensorflow model to predict the annealing function from the gap function
Among others the scripts use the quspin 0.3.5 and the tensorflow 2.4.0 packages.
Supplemental material: Hamiltonian diagonals