Automated computational workflows for muon spin spectroscopy

Ifeanyi J. Onuorah, Miki Bonacci, Muhammad M. Isah, Marcello Mazzani, Roberto De Renzi, Giovanni Pizzi, Pietro Bonfa`
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Abstract

Positive muon spin rotation and relaxation spectroscopy is a well established experimental technique for studying materials. It provides a local probe that generally complements scattering techniques in the study of magnetic systems and represents a valuable alternative for materials that display strong incoherent scattering or neutron absorption. Computational methods can effectively quantify the microscopic interactions underlying the experimentally observed signal, thus substantially boosting the predictive power of this technique. Here, we present an efficient set of algorithms and workflows devoted to the automation of this task. In particular, we adopt the so-called DFT+{\mu} procedure, where the system is characterised in the density functional theory (DFT) framework with the muon modeled as a hydrogen impurity. We devise an automated strategy to obtain candidate muon stopping sites, their dipolar interaction with the nuclei, and hyperfine interactions with the electronic ground state. We validate the implementation on well-studied compounds, showing the effectiveness of our protocol in terms of accuracy and simplicity of use
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μ介子自旋光谱学的自动化计算工作流程
正μ介子自旋旋转和弛豫光谱学是一种成熟的材料研究实验技术。它提供了一种局部探针,在磁性系统的研究中通常与散射技术相辅相成,对于显示出强相干散射或中子吸收的材料来说是一种有价值的替代方法。计算方法可以有效地量化实验观察到的信号背后的微观相互作用,从而大大提高这种技术的预测能力。在这里,我们提出了一套高效的算法和工作流程,专门用于实现这项任务的自动化。特别是,我们采用了所谓的DFT+{\mu}程序,即在密度泛函理论(DFT)框架内对系统进行表征,并将μ介子建模为氢杂质。我们设计了一种自动化策略来获取候选的μ介子停滞点、它们与原子核的双极相互作用以及与电子基态的超频相互作用。我们在经过充分研究的化合物上验证了这一方法的实施,结果表明我们的方法在准确性和使用简便性方面都非常有效。
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