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      Nonequilibrium continuous phase transition in colloidal gelation with short-range attraction

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          Abstract

          The dynamical arrest of attractive colloidal particles into out-of-equilibrium structures, known as gelation, is central to biophysics, materials science, nanotechnology, and food and cosmetic applications, but a complete understanding is lacking. In particular, for intermediate particle density and attraction, the structure formation process remains unclear. Here, we show that the gelation of short-range attractive particles is governed by a nonequilibrium percolation process. We combine experiments on critical Casimir colloidal suspensions, numerical simulations, and analytical modeling with a master kinetic equation to show that cluster sizes and correlation lengths diverge with exponents  ~1.6 and 0.8, respectively, consistent with percolation theory, while detailed balance in the particle attachment and detachment processes is broken. Cluster masses exhibit power-law distributions with exponents  −3/2 and  −5/2 before and after percolation, as predicted by solutions to the master kinetic equation. These results revealing a nonequilibrium continuous phase transition unify the structural arrest and yielding into related frameworks.

          Abstract

          Jamming and gelation constitute a longstanding challenge in materials science due to their out-of-equilibrium nature. Rouwhorst et al. show the hallmarks of a nonequilibrium phase transition in a tunable critical Casimir colloidal system, with critical exponents of cluster growth in agreement with percolation theory.

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          Gelation of particles with short-range attraction.

          Nanoscale or colloidal particles are important in many realms of science and technology. They can dramatically change the properties of materials, imparting solid-like behaviour to a wide variety of complex fluids. This behaviour arises when particles aggregate to form mesoscopic clusters and networks. The essential component leading to aggregation is an interparticle attraction, which can be generated by many physical and chemical mechanisms. In the limit of irreversible aggregation, infinitely strong interparticle bonds lead to diffusion-limited cluster aggregation (DLCA). This is understood as a purely kinetic phenomenon that can form solid-like gels at arbitrarily low particle volume fraction. Far more important technologically are systems with weaker attractions, where gel formation requires higher volume fractions. Numerous scenarios for gelation have been proposed, including DLCA, kinetic or dynamic arrest, phase separation, percolation and jamming. No consensus has emerged and, despite its ubiquity and significance, gelation is far from understood-even the location of the gelation phase boundary is not agreed on. Here we report experiments showing that gelation of spherical particles with isotropic, short-range attractions is initiated by spinodal decomposition; this thermodynamic instability triggers the formation of density fluctuations, leading to spanning clusters that dynamically arrest to create a gel. This simple picture of gelation does not depend on microscopic system-specific details, and should thus apply broadly to any particle system with short-range attractions. Our results suggest that gelation-often considered a purely kinetic phenomenon-is in fact a direct consequence of equilibrium liquid-gas phase separation. Without exception, we observe gelation in all of our samples predicted by theory and simulation to phase-separate; this suggests that it is phase separation, not percolation, that corresponds to gelation in models for attractive spheres.
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            Jamming phase diagram for attractive particles.

            A wide variety of systems, including granular media, colloidal suspensions and molecular systems, exhibit non-equilibrium transitions from a fluid-like to a solid-like state, characterized solely by the sudden arrest of their dynamics. Crowding or jamming of the constituent particles traps them kinetically, precluding further exploration of the phase space. The disordered fluid-like structure remains essentially unchanged at the transition. The jammed solid can be refluidized by thermalization, through temperature or vibration, or by an applied stress. The generality of the jamming transition led to the proposal of a unifying description, based on a jamming phase diagram. It was further postulated that attractive interactions might have the same effect in jamming the system as a confining pressure, and thus could be incorporated into the generalized description. Here we study experimentally the fluid-to-solid transition of weakly attractive colloidal particles, which undergo markedly similar gelation behaviour with increasing concentration and decreasing thermalization or stress. Our results support the concept of a jamming phase diagram for attractive colloidal particles, providing a unifying link between the glass transition, gelation and aggregation.
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              Limits of the fractal dimension for irreversible kinetic aggregation of gold colloids.

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                Author and article information

                Contributors
                az302@cam.ac.uk
                P.Schall@uva.nl
                Journal
                Nat Commun
                Nat Commun
                Nature Communications
                Nature Publishing Group UK (London )
                2041-1723
                16 July 2020
                16 July 2020
                2020
                : 11
                : 3558
                Affiliations
                [1 ]ISNI 0000000084992262, GRID grid.7177.6, Institute of Physics, , University of Amsterdam, ; Science Park 904, Amsterdam, 1098 XH The Netherlands
                [2 ]ISNI 0000000121885934, GRID grid.5335.0, Department of Chemical Engineering and Biotechnology, , University of Cambridge, ; Cambridge, CB3 0AS UK
                [3 ]ISNI 0000 0004 1936 7988, GRID grid.4305.2, School of Engineering, , University of Edinburgh, ; Edinburgh, EH9 3FB UK
                [4 ]Unilever R&D Vlaardingen, Olivier van Noortlaan 120, Vlaardingen, 3133 AT The Netherlands
                [5 ]ISNI 0000 0004 1757 2822, GRID grid.4708.b, Department of Physics “A. Pontremoli’”, , University of Milan, ; via Celoria 16, Milan, 20133 Italy
                [6 ]ISNI 0000000121885934, GRID grid.5335.0, Cavendish Laboratory, , University of Cambridge, ; Cambridge, CB3 0HE UK
                Author information
                http://orcid.org/0000-0002-0610-3110
                http://orcid.org/0000-0002-6673-7043
                http://orcid.org/0000-0003-2612-2762
                Article
                17353
                10.1038/s41467-020-17353-8
                7367344
                32678089
                f3f081d9-56a8-4bfb-8c03-a224ea2dd9e0
                © The Author(s) 2020

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 11 July 2019
                : 21 June 2020
                Funding
                Funded by: FundRef https://doi.org/10.13039/501100000287, Royal Academy of Engineering;
                Funded by: FundRef https://doi.org/10.13039/100010355, Pembroke College, University of Oxford (Pembroke College Oxford);
                Funded by: FundRef https://doi.org/10.13039/501100003246, Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research);
                Categories
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                © The Author(s) 2020

                Uncategorized
                colloids,chemical physics
                Uncategorized
                colloids, chemical physics

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