在云计算环境中的电子结构模拟
Eric J Bylaska1, Ajay Panyala2, Nicholas P Bauman1
1Physical Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99354, USA.
The Journal of chemical physics
|October 21, 2024
概括
像云计算和量子计算这样的现代计算技术增强了科学模拟. 这项研究评估了量子化学方法.
科学领域:
- 计算化学和材料科学计算化学和材料科学
- 高性能计算 (HPC) 和云计算应用程序
背景情况:
- 计算范式 (HPC,量子,云) 的进步为科学模拟提供了新的可能性.
- 可扩展的计算化学是从这些技术进步中受益的一个关键领域.
研究的目的:
- 在各种软件包中评估各种量子化学配方的性能.
- 检查复杂的模拟工作流程,数据管理和准确性评估策略.
- 探索云计算在先进科学研究设施中的作用.
主要方法:
- 从低序到高精度方法对量子化学方法的评估.
- 在包括NWChem,NWChemEx和Azure Quantum Elements在内的平台上实施和测试.
- 使用箭头自动化工作流程进行高通量模拟和准确性评估.
主要成果:
- 详细分析不同量子化学方法和软件的性能.
- 展示高效的复杂模拟工作流程和数据处理.
- 对云平台用于计算化学的实际应用的见解.
结论:
- 云计算平台对于推进计算化学和大规模模拟至关重要.
- 优化工作流程和准确性评估对于可靠的科学发现至关重要.
- 这项研究为利用化学研究中的现代计算资源提供了路线图.
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