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Tan Z, Calandrini V, Dhont JKG, Nägele G. Quasi-two-dimensional dispersions of Brownian particles with competitive interactions: phase behavior and structural properties. SOFT MATTER 2024; 20:9528-9546. [PMID: 39415718 DOI: 10.1039/d4sm00736k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Competing short-range attractive (SA) and long range repulsive (LR) particle interactions can be used to describe three-dimensional charge-stabilized colloid or protein dispersions at low added salt concentrations, as well as membrane proteins with interaction contributions mediated by lipid molecules. Using Langevin dynamics (LD) simulations, we determine the generalized phase diagram, cluster shapes and size distributions of a generic quasi-two-dimensional (Q2D) dispersion of spherical SALR particles confined to in-plane motion inside a bulk fluid. The SA and LR interaction parts are modelled by a generalized Lennard-Jones potential and a screened Coulomb potential, respectively. The microstructures of the detected equilibrium and non-equilibrium Q2D phases are distinctly different from those observed in three-dimensional (3D) SALR systems, by exhibiting different levels of hexagonal ordering. We discuss a thermodynamic perturbation theory prediction for the metastable binodal line of a reference system of particles with SA interactions only, which in the explored Q2D-SALR phase diagram region separates cluster from non-clustered phases. The transition from the high-temperature (small SA) dispersed fluid (DF) phase to the lower-temperature equilibrium cluster (EC) fluid phase is characterised by a low-wavenumber peak height of the static structure factor (corresponding to a thermal correlation length of about twice the particle diameter) featuring a distinctly smaller value (≈1.4) than in 3D SALR systems. With decreasing temperature (increasing SA), the cluster morphology changes from disk-like shapes in the equilibrium cluster phase, to double-stranded anisotropic hexagonal cluster segments formed in a cluster-percolated (CP) gel-like phase. This transition can be quantified by a hexagonal order parameter distribution function. The mean cluster size and coordination number of particles in the CP phase are insensitive to changes in the attraction strength.
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Affiliation(s)
- Zihan Tan
- Biomacromolecular Systems and Processes, Institute of Biological Information Processing, Forschungszentrum Jülich, 52428 Jülich, Germany
- Computational Biomedicine, Institute for Advanced Simulation, Forschungszentrum Jülich, 52428 Jülich, Germany
- Institut für Theoretische Physik, Technische Universität Berlin, Hardenbergstrβe 36, 10623 Berlin, Germany.
| | - Vania Calandrini
- Computational Biomedicine, Institute for Advanced Simulation, Forschungszentrum Jülich, 52428 Jülich, Germany
| | - Jan K G Dhont
- Biomacromolecular Systems and Processes, Institute of Biological Information Processing, Forschungszentrum Jülich, 52428 Jülich, Germany
- Department of Physics, Heinrich-Heine Universität Düsseldorf, D-40225 Düsseldorf, Germany
| | - Gerhard Nägele
- Biomacromolecular Systems and Processes, Institute of Biological Information Processing, Forschungszentrum Jülich, 52428 Jülich, Germany
- Department of Physics, Heinrich-Heine Universität Düsseldorf, D-40225 Düsseldorf, Germany
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Brito ME, Nägele G, Denton AR. Effective interactions, structure, and pressure in charge-stabilized colloidal suspensions: Critical assessment of charge renormalization methods. J Chem Phys 2023; 159:204904. [PMID: 38014786 DOI: 10.1063/5.0180914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 10/30/2023] [Indexed: 11/29/2023] Open
Abstract
Charge-stabilized colloidal suspensions display a rich variety of microstructural and thermodynamic properties, which are determined by electro-steric interactions between all ionic species. The large size asymmetry between molecular-scale microions and colloidal macroions allows the microion degrees of freedom to be integrated out, leading to an effective one-component model of microion-dressed colloidal quasi-particles. For highly charged colloids with strong macroion-microion correlations, nonlinear effects can be incorporated into effective interactions by means of charge renormalization methods. Here, we compare and partially extend several practical mean-field methods of calculating renormalized colloidal interaction parameters, including effective charges and screening constants, as functions of concentration and ionic strength. Within the one-component description, we compute structural and thermodynamic properties from the effective interactions and assess the accuracy of the different methods by comparing predictions with elaborate primitive-model simulations [P. Linse, J. Chem. Phys. 113, 4359 (2000)]. We also compare various prescriptions for the osmotic pressure of suspensions in Donnan equilibrium with a salt ion reservoir and analyze instances where the macroion effective charge becomes larger than the bare one. The methods assessed include single-center cell, jellium, and multi-center mean-field theories. The strengths and weaknesses of the various methods are critically assessed, with the aim of guiding optimal and accurate implementations.
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Affiliation(s)
- Mariano E Brito
- Institute of Biological Information Processing, IBI-4, Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Gerhard Nägele
- Institute of Biological Information Processing, IBI-4, Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Alan R Denton
- Department of Physics, North Dakota State University, Fargo, North Dakota 58108-6050, USA
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Brito ME, Denton AR, Nägele G. Modeling deswelling, thermodynamics, structure, and dynamics in ionic microgel suspensions. J Chem Phys 2019; 151:224901. [DOI: 10.1063/1.5129575] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Mariano E. Brito
- Institute of Complex Systems, ICS-3, Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Alan R. Denton
- Department of Physics, North Dakota State University, Fargo, North Dakota 58108-6050, USA
| | - Gerhard Nägele
- Institute of Complex Systems, ICS-3, Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
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Wang L, Xu S, Zhou H, Sun Z, Ouyang W, Wang S. Determination of Bulk Modulus for a Colloidal Crystal with Highly Charged Particles by DC Electric Field. J Phys Chem A 2019; 123:7864-7871. [DOI: 10.1021/acs.jpca.9b04329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Linwei Wang
- Key Laboratory of Microgravity, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
| | - Shenghua Xu
- Key Laboratory of Microgravity, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
- School of Engineering Science, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hongwei Zhou
- Key Laboratory of Microgravity, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
| | - Zhiwei Sun
- Key Laboratory of Microgravity, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
| | - Wenze Ouyang
- Key Laboratory of Microgravity, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
| | - Shenwei Wang
- Key Laboratory of Microgravity, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
- School of Engineering Science, University of Chinese Academy of Sciences, Beijing 100049, China
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Banchio AJ, Heinen M, Holmqvist P, Nägele G. Short- and long-time diffusion and dynamic scaling in suspensions of charged colloidal particles. J Chem Phys 2018; 148:134902. [PMID: 29626910 DOI: 10.1063/1.5017969] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We report on a comprehensive theory-simulation-experimental study of collective and self-diffusion in concentrated suspensions of charge-stabilized colloidal spheres. In theory and simulation, the spheres are assumed to interact directly by a hard-core plus screened Coulomb effective pair potential. The intermediate scattering function, fc(q, t), is calculated by elaborate accelerated Stokesian dynamics (ASD) simulations for Brownian systems where many-particle hydrodynamic interactions (HIs) are fully accounted for, using a novel extrapolation scheme to a macroscopically large system size valid for all correlation times. The study spans the correlation time range from the colloidal short-time to the long-time regime. Additionally, Brownian Dynamics (BD) simulation and mode-coupling theory (MCT) results of fc(q, t) are generated where HIs are neglected. Using these results, the influence of HIs on collective and self-diffusion and the accuracy of the MCT method are quantified. It is shown that HIs enhance collective and self-diffusion at intermediate and long times. At short times self-diffusion, and for wavenumbers outside the structure factor peak region also collective diffusion, are slowed down by HIs. MCT significantly overestimates the slowing influence of dynamic particle caging. The dynamic scattering functions obtained in the ASD simulations are in overall good agreement with our dynamic light scattering (DLS) results for a concentration series of charged silica spheres in an organic solvent mixture, in the experimental time window and wavenumber range. From the simulation data for the time derivative of the width function associated with fc(q, t), there is indication of long-time exponential decay of fc(q, t), for wavenumbers around the location of the static structure factor principal peak. The experimental scattering functions in the probed time range are consistent with a time-wavenumber factorization scaling behavior of fc(q, t) that was first reported by Segrè and Pusey [Phys. Rev. Lett. 77, 771 (1996)] for suspensions of hard spheres. Our BD simulation and MCT results predict a significant violation of exact factorization scaling which, however, is approximately restored according to the ASD results when HIs are accounted for, consistent with the experimental findings for fc(q, t). Our study of collective diffusion is amended by simulation and theoretical results for the self-intermediate scattering function, fs(q, t), and its non-Gaussian parameter α2(t) and for the particle mean squared displacement W(t) and its time derivative. Since self-diffusion properties are not assessed in standard DLS measurements, a method to deduce W(t) approximately from fc(q, t) is theoretically validated.
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Affiliation(s)
- Adolfo J Banchio
- Universidad Nacional de Córdoba, Facultad de Matemática, Astronomía, Física y Computación, Córdoba, Argentina
| | - Marco Heinen
- División de Ciencias e Ingenierías, Universidad de Guanajuato, 37150 León, Guanajuato, Mexico
| | - Peter Holmqvist
- Division of Physical Chemistry, Lund University, Lund SE-221 00, Sweden
| | - Gerhard Nägele
- Institut für Theoretische Physik II, Weiche Materie, Heinrich-Heine-Universität Düsseldorf, D-40225 Düsseldorf, Germany
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Liu Y, Claes N, Trepka B, Bals S, Lang PR. A combined 3D and 2D light scattering study on aqueous colloidal model systems with tunable interactions. SOFT MATTER 2016; 12:8485-8494. [PMID: 27722609 DOI: 10.1039/c6sm01376g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In this article we report on the synthesis and characterization of a system of colloidal spheres suspended in an aqueous solvent which can be refractive index-matched, thus allowing for investigations of the particle near-wall dynamics by evanescent wave dynamic light scattering at concentrations up to the isotropic to ordered transition and beyond. The particles are synthesized by copolymerization of a fluorinated acrylic ester monomer with a polyethylene-glycol (PEG) oligomer by surfactant free emulsion polymerization. Static and dynamic light scattering experiments in combination with cryo transmission electron microscopy reveal that the particles have a core shell structure with a significant enrichment of the PEG chains on the particles surface. In index-matching DMSO/water suspensions the particles arrange in an ordered phase at volume fraction above 7%, if no additional electrolyte is present. The near-wall dynamics at low volume fraction are quantitatively described by the combination of electrostatic repulsion and hydrodynamic interaction between the particles and the wall. At volume fractions close to the isotropic to ordered transition, the near-wall dynamics are more complex and qualitatively reminiscent of the behaviour which was observed in hard sphere suspensions at high concentrations.
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Affiliation(s)
- Yi Liu
- Forschugszentrum Jülich, Institute of Complex Systems ICS-3, Jülich, Germany.
| | - Nathalie Claes
- Electron Microscopy for Materials Research (EMAT), University of Antwerp, Belgium
| | | | - Sara Bals
- Electron Microscopy for Materials Research (EMAT), University of Antwerp, Belgium
| | - Peter R Lang
- Forschugszentrum Jülich, Institute of Complex Systems ICS-3, Jülich, Germany. and Heinrich-Heine Universität, Düsseldorf, Germany
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Roa R, Menne D, Riest J, Buzatu P, Zholkovskiy EK, Dhont JKG, Wessling M, Nägele G. Ultrafiltration of charge-stabilized dispersions at low salinity. SOFT MATTER 2016; 12:4638-4653. [PMID: 27113088 DOI: 10.1039/c6sm00660d] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We present a comprehensive study of cross-flow ultrafiltration (UF) of charge-stabilized suspensions, under low-salinity conditions of electrostatically strongly repelling colloidal particles. The axially varying permeate flux, near-membrane concentration-polarization (CP) layer and osmotic pressure profiles are calculated using a macroscopic diffusion-advection boundary layer method, and are compared with filtration experiments on aqueous suspensions of charge-stabilized silica particles. The theoretical description based on the one-component macroion fluid model (OCM) accounts for the strong influence of surface-released counterions on the renormalized colloid charge and suspension osmotic compressibility, and for the influence of the colloidal hydrodynamic interactions and electric double layer repulsion on the concentration-dependent suspension viscosity η, and collective diffusion coefficient Dc. A strong electro-hydrodynamic enhancement of Dc and η, and likewise of the osmotic pressure, is predicted theoretically, as compared with their values for a hard-sphere suspension. We also point to the failure of generalized Stokes-Einstein relations describing reciprocal relations between Dc and η. According to our filtration model, Dc is of dominant influence, giving rise to an only weakly developed CP layer having practically no effect on the permeate flux. This prediction is quantitatively confirmed by our UF measurements of the permeate flux using an aqueous suspension of charged silica spheres as the feed system. The experimentally detected fouling for the largest considered transmembrane pressure values is shown not to be due to filter cake formation by crystallization or vitrification.
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Affiliation(s)
- Rafael Roa
- Forschungszentrum Jülich, Institute of Complex Systems (ICS-3), 52425 Jülich, Germany. and Helmholtz-Zentrum Berlin, Soft Matter and Functional Materials, 14109 Berlin, Germany
| | - Daniel Menne
- RWTH Aachen University, Chemical Process Engineering, 52064 Aachen, Germany
| | - Jonas Riest
- Forschungszentrum Jülich, Institute of Complex Systems (ICS-3), 52425 Jülich, Germany. and Jülich-Aachen Research Alliance, JARA-Soft Matter
| | - Pompilia Buzatu
- RWTH Aachen University, Chemical Process Engineering, 52064 Aachen, Germany and DWI Leibniz Institute for Interactive Materials, 52074 Aachen, Germany
| | - Emiliy K Zholkovskiy
- Ukrainian Academy of Sciences, Institute of Bio-Colloid Chemistry, 03142 Kiev, Ukraine
| | - Jan K G Dhont
- Forschungszentrum Jülich, Institute of Complex Systems (ICS-3), 52425 Jülich, Germany. and Jülich-Aachen Research Alliance, JARA-Soft Matter, and Physics Department, Heinrich-Heine Universität Düsseldorf, 40225 Düsseldorf, Germany
| | - Matthias Wessling
- RWTH Aachen University, Chemical Process Engineering, 52064 Aachen, Germany and Jülich-Aachen Research Alliance, JARA-Soft Matter, and DWI Leibniz Institute for Interactive Materials, 52074 Aachen, Germany
| | - Gerhard Nägele
- Forschungszentrum Jülich, Institute of Complex Systems (ICS-3), 52425 Jülich, Germany. and Jülich-Aachen Research Alliance, JARA-Soft Matter, and Physics Department, Heinrich-Heine Universität Düsseldorf, 40225 Düsseldorf, Germany
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Urrutia Bañuelos E, Contreras Aburto C, Maldonado Arce A. A common neighbor analysis of crystallization kinetics and excess entropy of charged spherical colloids. J Chem Phys 2016; 144:094504. [DOI: 10.1063/1.4943001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
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9
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Mishra P, Mukherjee M, Kumar S. Phase diagram of two-dimensional binary Yukawa mixtures. Mol Phys 2015. [DOI: 10.1080/00268976.2015.1116714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Pankaj Mishra
- Department of Applied Physics, Indian School of Mines, Dhanbad, India
| | - Manjori Mukherjee
- Department of Applied Physics, Indian School of Mines, Dhanbad, India
| | - Sanat Kumar
- Department of Applied Physics, Indian School of Mines, Dhanbad, India
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Makuch K, Heinen M, Abade GC, Nägele G. Rotational self-diffusion in suspensions of charged particles: simulations and revised Beenakker-Mazur and pairwise additivity methods. SOFT MATTER 2015; 11:5313-5326. [PMID: 26054032 DOI: 10.1039/c5sm00056d] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
We present a comprehensive joint theory-simulation study of rotational self-diffusion in suspensions of charged particles whose interactions are modeled by the generic hard-sphere plus repulsive Yukawa (HSY) pair potential. Elaborate, high-precision simulation results for the short-time rotational self-diffusion coefficient, D(r), are discussed covering a broad range of fluid-phase state points in the HSY model phase diagram. The salient trends in the behavior of D(r) as a function of reduced potential strength and range, and particle concentration, are systematically explored and physically explained. The simulation results are further used to assess the performance of two semi-analytic theoretical methods for calculating D(r). The first theoretical method is a revised version of the classical Beenakker-Mazur method (BM) adapted to rotational diffusion which includes a highly improved treatment of the salient many-particle hydrodynamic interactions. The second method is an easy-to-implement pairwise additivity (PA) method in which the hydrodynamic interactions are treated on a full two-body level with lubrication corrections included. The static pair correlation functions required as the only input to both theoretical methods are calculated using the accurate Rogers-Young integral equation scheme. While the revised BM method reproduces the general trends of the simulation results, it significantly underestimates D(r). In contrast, the PA method agrees well with the simulation results for D(r) even for intermediately concentrated systems. A simple improvement of the PA method is presented which is applicable for large concentrations.
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Affiliation(s)
- Karol Makuch
- Faculty of Physics, Institute of Theoretical Physics, University of Warsaw, ul. Pasteura 5, 02-093 Warsaw, Poland.
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Khrapak SA, Kryuchkov NP, Yurchenko SO, Thomas HM. Practical thermodynamics of Yukawa systems at strong coupling. J Chem Phys 2015; 142:194903. [DOI: 10.1063/1.4921223] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Affiliation(s)
- Sergey A. Khrapak
- Forschungsgruppe Komplexe Plasmen, Deutsches Zentrum für Luft- und Raumfahrt, Oberpfaffenhofen, Germany
- Aix-Marseille-Université, CNRS, Laboratoire PIIM, UMR 7345, 13397 Marseille Cedex 20, France
| | - Nikita P. Kryuchkov
- Bauman Moscow State Technical University, 2-nd Baumanskaya St. 5, Moscow 105005, Russia
| | | | - Hubertus M. Thomas
- Forschungsgruppe Komplexe Plasmen, Deutsches Zentrum für Luft- und Raumfahrt, Oberpfaffenhofen, Germany
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12
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Heinen M, Horbach J, Löwen H. Liquid pair correlations in four spatial dimensions: theory versus simulation. Mol Phys 2015. [DOI: 10.1080/00268976.2014.993736] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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