Collaborative Research: Elements: Lattice QCD software for nuclear physics on heterogeneous architectures
Collaborative Research: Elements: Lattice QCD software for nuclear physics on heterogeneous architectures
批准号:
2311431
负责人:
Andre Walker-Loud
金额:
$24.13万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-09-01 至 2026-08-31
中文摘要
核子(质子和中子)构成原子核,是宇宙中所有物质的共同组成部分。为了更好地理解原子核,以及帮助当前的实验发现新的粒子物理学和理解被称为中微子的粒子,重要的是要进行核子相互作用的计算,不仅与其他核子,而且与自然界中的其他粒子,如电子、介子和介子相互作用。研究了在现代gpu加速超级计算机系统上进行此类计算的优化软件开发。强子-强子相互作用的物理学可以用蒙特卡洛估计时空晶格上涉及夸克和胶子场的路径积分来研究。重子-介子和重子-重子散射相移可以计算,得到强子结构的重要信息。涉及核子和δ重子跃迁的形状因素尤其重要,因为它们对基于加速器的中微子实验至关重要,例如深地下中微子实验(DUNE)。新的计算技术,如随机LapH方法,使这种计算在晶格量子色动力学(LQCD)中成为可能。在这样的计算中,一个关键的、但需要大量计算的组成部分是对单个重子源和汇的评估。这项工作的一个目标是开发高度优化的软件来评估现代gpu加速架构上的重子源/汇。在这种散射计算的最后阶段需要大量的张量收缩,最好在需要不同壁时间和计算处理器数量的单独程序执行中执行。在这些计算的工作流程中,将如此多的运行有效地捆绑到超级计算机系统上的几个批处理作业中是至关重要的。本工作还将开发有效执行这种捆绑的软件。该奖项由先进网络基础设施办公室颁发,由数学和物理科学理事会物理部的信息前沿物理项目联合支持。该奖项反映了美国国家科学基金会的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
Nucleons (protons and neutrons) make up atomic nuclei and are a common building block of all matter in the universe. To better understand atomic nuclei, as well as to assist current experiments to find new particle physics and to understand particles known as neutrinos, it is important to carry out calculations of nucleons interacting with not only other nucleons but other particles in nature, such as electrons, muons, and mesons. The development of optimized software to carry out such computations on modern GPU-accelerated supercomputer systems is pursued.The physics of hadron-hadron interactions can be studied using Monte Carlo estimates of path integrals involving quark and gluon fields on a space-time lattice. Baryon-meson and baryon-baryon scattering phase shifts can be computed, yielding important information on hadron structure. Form factors involving the nucleon and transitions through the Delta baryon are particularly important since they are crucial to accelerator-based neutrino experiments, such as the Deep Underground Neutrino Experiment (DUNE). New computational techniques, such as the stochastic LapH method, have made possible such computations in lattice quantum chromodynamics (LQCD). A key, but computationally intensive, ingredient in such computations is the evaluation of individual baryon sources and sinks. One goal of this work is the development of highly-optimized software to evaluate baryon sources/sinks on modern GPU-accelerated architectures. A plethora of tensor contractions are needed in the end stages of such scattering calculations, which are best performed in separate program executions requiring different wall times and numbers of computing processors. Effectively bundling such numerous runs together into a handful of batch jobs on supercomputer systems is crucial in the work flow of these computations. This work will also develop the software to efficiently carry out this bundling.This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Physics at the Information Frontier program in the Division of Physics within the Directorate for Mathematical and Physical Sciences.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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