An efficient solution to the Heisenberg model

Summer 2021 of Open Source Promotion Plan 开源之夏2021

Introduction

Open Source Promotion Plan is a summer program organized by Institute of Software Chinese Academy of Sciences and long-term supported by Open Source Software Supply Chain Promotion Plan. It aims to encourage college students to actively participate in the development and maintenance of open source software and promote the vigorous development of excellent open source software community.
Official website: https://summer-ospp.ac.cn/2021/#/homepage

Description

Develop a quantum neural network with MindQuantum to calculate the ground state energy of the Heisenberg model when N=14.

试通过MindQuantum开发出相应的量子神经网络结构,求解N=14时该哈密顿量的基态能量。

Requirements

一小时之内求解得到结果。
实现相关功能和创新特性,代码达到合入社区标准及规范
不超过16核的cpu;不超过16G内存

Authors

Tian-Shen He

Instructor

Yu-Jie Yuan 苑玉杰
Xu-Sheng Xu 徐旭升

Code

The code is available at https://gitlab.summer-ospp.ac.cn/summer2021/210610349