量子算法用于科学计算
R Au-Yeung1, B Camino2, O Rathore3
1Department of Physics, University of Strathclyde, Glasgow G4 0NG, United Kingdom.
Reports on progress in physics. Physical Society (Great Britain)
|October 11, 2024
概括
量子计算为科学和工程应用提供了增强的计算能力. 实现量子优势需要在诸如量子系统模拟和高性能计算优化等领域取得突破.
科学领域:
- 量子计算和高性能计算 (HPC) 的发展
背景情况:
- 量子计算有望在计算能力方面取得重大进展.
- 当前的高性能计算在复杂的模拟中面临局限性.
研究的目的:
- 审查量子计算潜力的科学基础.
- 为了确定现实世界量子优势所需的突破.
- 探索对高性能计算的影响.
主要方法:
- 关于量子计算的科学文献的综述.
- 分析电子结构计算和计算流体动力学的应用.
- 识别数据编码和处理器同步方面的挑战.
主要成果:
- 高性能计算的主要影响领域包括量子系统模拟,优化和机器学习.
- 电子结构计算和计算流体动力学是最好的例子.
- 挑战涉及经典数据编码和时钟速度不匹配.
结论:
- 量子增强可以彻底改变天气预报,航空航天和材料设计等领域.
- 计算科学,工程和量子计算之间的合作至关重要.
- 实现量子优势需要专门的研究和开发工作.
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