Published February 9, 2023 | Version v1
Dataset Open

Dataset to run the NeuralFRG software for the t-t' Hubbard model on the square lattice "Phys. Rev. Lett. 129, 136402 (2022)"

Authors/Creators

  • 1. Department of Physics and Astronomy, University of Bologna

Description

This hdf5 repository contains the fRG vertices for the t-t' Hubbard model on the square lattice required to reproduce the results shown in the publication

Di Sante et al., Phys. Rev. Lett. 129, 136402 (2022)

by means of the NeuralFRG software (https://github.com/BITMAPdds/NeuralFRG).

A train-test split can be performed with:

python3 train_validation_split.py NeuralFRG_train_and_validation_data.h5 --verbose

and training can be started with:

python3 train.py path/to/file_train.h5 (...) #Additional flags here

Files

README.txt

Files (1.3 GB)

Name Size
md5:9a027952a72d273facea5517d2e93bfd
1.3 GB Download
md5:f1fd30af4bf61b79786321b166de335f
518 Bytes Preview Download

Additional details

Funding

European Commission
BITMAP - aB-IniTio calculations and MAchine learning for suPerconducting collective phenomena in novel materials 897276