Numerical Study of Neutral and Charged Microgel Suspensions: From Single-Particle to Collective Behavior

IF 11.6 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY
Giovanni Del Monte, Emanuela Zaccarelli
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引用次数: 0

Abstract

We perform extensive molecular dynamics simulations of an ensemble of realistic microgel particles in swollen conditions in a wide range of packing fractions ζ. We compare neutral and charged microgels, where we consider charge distribution adherent to experimental conditions. Through a detailed analysis of single-particle behavior, we are able to identify the different regimes occurring upon increasing concentration: from shrinking to deformation and interpenetration, always connecting our findings with available experimental observations. We then link these single-particle features with the collective behavior of the suspension, finding evidence of a structural reentrance that has no counterpart in the dynamics. Hence, while the maximum of the radial distribution function displays a nonmonotonic behavior with increasing ζ, the dynamics, quantified by the microgels’ mean-squared displacement, always slows down. This behavior, at odds with the simple Hertzian model, can be described by a phenomenological multi-Hertzian model, which takes into account the enhanced internal stiffness of the core. However, also this model fails when deformation enters into play, whereby more realistic many-body models are required. Thanks to our analysis, we are able to unveil the key physical mechanisms, shrinking and deformation, giving rise to the structural reentrance that holds up to very large packing fractions. We further identify key similarities and differences between neutral and charged microgels, for which we detect at high enough ζ the fusion of charged shells, previously invoked to explain key experimental findings, and responsible for the structural reentrance. Overall, our study establishes a powerful framework to uncover the physics of microgel suspensions, paving the way to tackle different regimes, e.g., high temperature, and internal architectures, such as for hollow and ultralow-cross-linked microgels, where experimental evidence is still limited. Published by the American Physical Society 2024
中性和带电微凝胶悬浮液的数值研究:从单粒子到集体行为
我们执行广泛的分子动力学模拟的现实微凝胶颗粒在膨胀条件下的广泛的包装分数ζ的集合。我们比较中性和带电微凝胶,我们认为电荷分布坚持实验条件。通过对单粒子行为的详细分析,我们能够确定浓度增加时发生的不同机制:从收缩到变形和相互渗透,始终将我们的发现与现有的实验观察联系起来。然后,我们将这些单粒子特征与悬浮液的集体行为联系起来,找到了在动力学中没有对应的结构再入口的证据。因此,尽管径向分布函数的最大值随着ζ的增加呈现出非单调的行为,但由微凝胶的均方位移量化的动力学总是减慢。这种与简单赫兹模型不一致的行为,可以用一个考虑到核心内部刚度增强的多赫兹模型来描述。然而,当变形发生时,这种模型也会失效,因此需要更真实的多体模型。由于我们的分析,我们能够揭示关键的物理机制,收缩和变形,导致结构重新进入,可以容纳非常大的填料分数。我们进一步确定了中性微凝胶和带电微凝胶之间的关键相似性和差异,我们在足够高的ζ处检测到带电壳层的融合,之前被用来解释关键的实验发现,并负责结构再入口。总的来说,我们的研究建立了一个强大的框架来揭示微凝胶悬浮液的物理特性,为解决不同的制度铺平了道路,例如高温,以及内部结构,例如空心和超低交联微凝胶,其中实验证据仍然有限。2024年由美国物理学会出版
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来源期刊
Physical Review X
Physical Review X PHYSICS, MULTIDISCIPLINARY-
CiteScore
24.60
自引率
1.60%
发文量
197
审稿时长
3 months
期刊介绍: Physical Review X (PRX) stands as an exclusively online, fully open-access journal, emphasizing innovation, quality, and enduring impact in the scientific content it disseminates. Devoted to showcasing a curated selection of papers from pure, applied, and interdisciplinary physics, PRX aims to feature work with the potential to shape current and future research while leaving a lasting and profound impact in their respective fields. Encompassing the entire spectrum of physics subject areas, PRX places a special focus on groundbreaking interdisciplinary research with broad-reaching influence.
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