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arXiv 2406.08792cond-mat.dis-nncond-mat.mtrl-sci
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利用多体关联函数揭示硅酸盐玻璃形成体中隐藏的中程有序

Revealing hidden medium-range order in silicate glass-formers using many-body correlation functions

Zhen Zhang, Walter Kob

AI总结:

本研究结合两体与多体关联函数,揭示二氧化硅及硅酸钠玻璃形成体中隐藏的中程有序,并将其结构关联长度与动力学脆性和弹性质联系起来。

摘要:

非晶体系中的中程有序(MRO)与过冷液体的动态非均质性或玻璃的塑性变形等复杂特征相关。然而,这些材料中MRO的本质仍难以明确,主要原因是缺乏能够表征这种有序的方法。在此,我们利用标准的两体结构关联子和先进的多体关联函数,在数值上探究典型网络玻璃形成体(即二氧化硅和硅酸钠)中的MRO,这些体系在自然和工业环境中都很重要。随着Na浓度增加,人们发现Na的局部环境变得更有结构,Na在中等长度尺度上的空间分布从团块状转变为通道状,表明Na空间排列的非均质性不断增强。同时,我们发现Si-O网络日益解聚,导致环尺寸分布变宽。环的回转半径可由指数约为0.75的幂律很好地描述,表明环随着尺寸增大而逐渐更加皱缩。利用最近提出的四点关联函数,我们揭示四面体的相对取向在约4埃的距离处表现出转变,这一结构变化在标准的两点关联函数中不可见。此外,我们发现表征MRO的长度尺度作为温度的函数是非单调的,这是由能量项和熵项之间的竞争造成的。最后,我们证明,从量化MRO的关联函数获得的结构关联长度与宏观可观测量相关,例如液体的动力学脆性和玻璃的弹性质。

英文摘要:

The medium range order (MRO) in amorphous systems has been linked to complex features such as the dynamic heterogeneity of supercooled liquids or the plastic deformation of glasses. However, the nature of the MRO in these materials has remained elusive, primarily due to the lack of methods capable of characterizing this order. Here, we leverage standard two-body structural correlators and advanced many-body correlation functions to probe numerically the MRO in prototypical network glassformers, i.e., silica and sodium silicates, systems that are of importance in natural as well as industrial settings. With increasing Na concentration, one finds that the local environment of Na becomes more structured and the spatial distribution of Na on intermediate length scales changes from blob-like to channel-like, indicating a growing inhomogeneity in the spatial Na arrangement. In parallel, we find that the Si-O network becomes increasingly depolymerized, resulting in a ring size distribution that broadens. The radius of gyration of the rings is well described by a power-law with an exponent around 0.75, indicating that the rings are progressively more crumbled with increasing size. Using a recently proposed four-point correlation function, we reveal that the relative orientation of the tetrahedra shows a transition at a distance around 4 Angstroms, a structural modification that is not seen in standard two-point correlation functions. Furthermore, we find that the length scale characterizing the MRO is non-monotonic as a function of temperature, caused by the competition between energetic and entropic terms. Finally, we demonstrate that the structural correlation lengths as obtained from the correlation functions that quantify the MRO are correlated with macroscopic observables such as the kinetic fragility of the liquids and the elastic properties of the glasses.

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