Загрузка...
Accuracy of restricted Boltzmann machines for the one-dimensional $J_1-J_2$ Heisenberg model
Neural networks have been recently proposed as variational wave functions for quantum many-body systems [G. Carleo and M. Troyer, Science 355, 602 (2017)]. In this work, we focus on a specific architecture, known as Restricted Boltzmann Machine (RBM), and analyse its accuracy for the spin-1/2 $J_...
Сохранить в:
| Главный автор: | |
|---|---|
| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
SciPost
2022-05-01
|
| Серии: | SciPost Physics |
| Online-ссылка: | https://scipost.org/SciPostPhys.12.5.166 |
| Метки: |
Добавить метку
Нет меток, Требуется 1-ая метка записи!
|