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Yuan J, Takae K, Tanaka H. Impact of Charge Regulation on Self-Assembly of Zwitterionic Nanoparticles. PHYSICAL REVIEW LETTERS 2022; 128:158001. [PMID: 35499868 DOI: 10.1103/physrevlett.128.158001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/18/2022] [Indexed: 06/14/2023]
Abstract
Zwitterionic modification of colloids with weak acids and bases represents a promising strategy in creating functional materials with tunable properties and modeling the self-organization of charged proteins. However, accurate incorporation of the dynamic dissociation or association of ionization groups known as charge regulation (CR) is often intractable in theoretical and computational investigations since charge redistribution and configuration need to be evolved self-consistently. Using hybrid Monte Carlo and molecular dynamics simulations, we demonstrate that a dilute suspension of overall charge-neutral zwitterionic Janus nanoparticles shows a conformational transition from an open assembly of string or bundle to compact cluster along with the variation in pH. The behavior under CR is qualitatively different from the commonly employed constant charge condition where the transition is absent. The CR-induced clustering is due to the inhomogeneous and fluctuating charges localized near the equatorial boundary of the Janus particle. These features are enhanced particularly at low salt concentration and high electrostatic coupling strength. Our results indicate the critical role of charge regulation in the spatial self-organization of zwitterionic nanoparticles.
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Affiliation(s)
- Jiaxing Yuan
- Research Center for Advanced Science and Technology, University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8904, Japan
| | - Kyohei Takae
- Department of Fundamental Engineering, Institute of Industrial Science, University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan
| | - Hajime Tanaka
- Research Center for Advanced Science and Technology, University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8904, Japan
- Department of Fundamental Engineering, Institute of Industrial Science, University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan
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Fantoni R, Pastore G. Monte Carlo simulation of the nonadditive restricted primitive model of ionic fluids: phase diagram and clustering. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2013; 87:052303. [PMID: 23767536 DOI: 10.1103/physreve.87.052303] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2012] [Revised: 03/19/2013] [Indexed: 06/02/2023]
Abstract
We report an accurate Monte Carlo calculation of the phase diagram and clustering properties of the restricted primitive model with nonadditive hard-sphere diameters. At high density the positively nonadditive fluid shows more clustering than in the additive model and the negatively nonadditive fluid shows less clustering than in the additive model; at low density the reverse scenario appears. A negative nonadditivity tends to favor the formation of neutrally charged clusters starting from the dipole. A positive nonadditivity favors the pairing of like ions at high density. The critical point of the gas-liquid phase transition moves at higher temperatures and higher densities for a negative nonadditivity and at lower temperatures and lower densities for a positive nonadditivity. The law of corresponding states does not seem to hold strictly. Our results can be used to interpret recent experimental works on room temperature ionic liquids.
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Affiliation(s)
- Riccardo Fantoni
- Dipartimento di Scienze dei Materiali e Nanosistemi, Università Ca' Foscari Venezia, Calle Larga S. Marta DD2137, I-30123 Venezia, Italy.
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Li L, Tang K, Wu L, Zhao W, Cai J. Monte Carlo simulation of vapor-liquid equilibrium and critical asymmetry of square-well dimer fluid. J Chem Phys 2012; 136:214508. [DOI: 10.1063/1.4726302] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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4
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CARVALHO RJFLEOTEDE, EVANS R. The screened Coulomb (Yukawa) charged hard sphere binary fluid. Mol Phys 2010. [DOI: 10.1080/002689797170419] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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5
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Mebane DS, Maier J. DC conductivity and dielectric properties in silver chloride, revisited. Phys Chem Chem Phys 2010; 12:2478-87. [DOI: 10.1039/b916791a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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6
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Hynninen AP, Panagiotopoulos AZ. Simulations of phase transitions and free energies for ionic systems. Mol Phys 2008. [DOI: 10.1080/00268970802112160] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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7
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Dahirel V, Jardat M, Dufrêche JF, Turq P. Toward the description of electrostatic interactions between globular proteins: Potential of mean force in the primitive model. J Chem Phys 2007; 127:095101. [PMID: 17824765 DOI: 10.1063/1.2767626] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Monte Carlo simulations are used to calculate the exact potential of mean force between charged globular proteins in aqueous solution. The aim of the present paper is to study the influence of the ions of the added salt on the effective interaction between these nanoparticles. The charges of the model proteins, either identical or opposite, are either central or distributed on a discrete pattern. Contrarily to Poisson-Boltzmann predictions, attractive, and repulsive direct forces between proteins are not screened similarly. Moreover, it has been shown that the relative orientations of the charge patterns strongly influence salt-mediated interactions. More precisely, for short distances between the proteins, ions enhance the difference of the effective forces between (i) like-charged and oppositely charged proteins, (ii) attractive and repulsive relative orientations of the proteins, which may affect the selectivity of protein/protein recognition. Finally, such results observed with the simplest models are applied to a more elaborate one to demonstrate their generality.
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Affiliation(s)
- Vincent Dahirel
- Université Pierre et Marie Curie-Paris 6, Laboratoire Liquides Ioniques et Interfaces Chargées, UMR CNRS 7612, Case Courrier 51, 4 Place Jussieu 75005 Paris, France.
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Lomba E, Weis JJ, Lado F. Structure and thermodynamics of a two-dimensional Coulomb fluid in the strong association regime. J Chem Phys 2007; 127:074501. [PMID: 17718614 DOI: 10.1063/1.2764478] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The behavior of a two-dimensional neutral Coulomb fluid in the strong association regime (low density, high ionic charge) is explored by means of computer simulation and the hypernetted chain integral equation. The theory reproduces reasonably well the structure and thermodynamics of the system but presents a no-solution region at temperatures well above the computer simulation estimates of the metal-insulator transition. In contrast with hypernetted chain predictions for the three-dimensional Coulomb fluid, here the breakdown of the solution is not accompanied by divergences in any physical quantity.
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Affiliation(s)
- E Lomba
- Instituto de Química Física Rocasolano, CSIC, Serrano 119, E-28006, Madrid, Spain
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Kim YC, Fisher ME. Discretization dependence of criticality in model fluids: a hard-core electrolyte. PHYSICAL REVIEW LETTERS 2004; 92:185703. [PMID: 15169507 DOI: 10.1103/physrevlett.92.185703] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2003] [Indexed: 05/24/2023]
Abstract
Grand-canonical simulations at various levels, zeta=5-20, of fine-lattice discretization are reported for the near-critical 1:1 hard-core electrolyte or restricted primitive model (RPM). With the aid of finite-size scaling analyses, it is shown convincingly that, contrary to recent suggestions, the universal critical behavior is independent of zeta (> or approximately 4), thus the continuum (zeta--> infinity ) RPM exhibits Ising-type (as against classical, self-avoiding walk, XY, etc.) criticality. A general consideration of lattice discretization provides effective extrapolation of the intrinsically erratic zeta dependence, yielding (T*(c),rho*(c)) approximately equal to (0.0493(3),0.075) for the zeta=infinity RPM.
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Affiliation(s)
- Young C Kim
- Institute for Physical Science and Technology, University of Maryland, College Park, MD 20742, USA
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Hilfer R, Biswal B, Mattutis HG, Janke W. Multicanonical Monte Carlo study and analysis of tails for the order-parameter distribution of the two-dimensional Ising model. ACTA ACUST UNITED AC 2003; 68:046123. [PMID: 14683018 DOI: 10.1103/physreve.68.046123] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2003] [Indexed: 11/07/2022]
Abstract
The tails of the critical order-parameter distribution of the two-dimensional Ising model are investigated through extensive multicanonical Monte Carlo simulations. Results for fixed boundary conditions are reported here, and compared with known results for periodic boundary conditions. Clear numerical evidence for "fat" stretched exponential tails exists below the critical temperature, indicating the possible presence of fat tails at the critical temperature. Our work suggests that the true order-parameter distribution at the critical temperature must be considered to be unknown at present.
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Affiliation(s)
- R Hilfer
- ICA-1, Universität Stuttgart, Pfaffenwaldring 27, 70569 Stuttgart, Germany
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KRISTÓF TAMÁS, BODA DEZSŐ, LISZI JÁNOS, HENDERSON DOUGLAS, CARLSON ERIC. Vapour-liquid equilibrium of the charged Yukawa fluid from Gibbs ensemble Monte Carlo simulations and the mean spherical approximation. Mol Phys 2003. [DOI: 10.1080/0026897031000068523] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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14
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González-Melchor M, Alejandre J, Bresme F. Surface tension of the restrictive primitive model for ionic liquids. PHYSICAL REVIEW LETTERS 2003; 90:135506. [PMID: 12689306 DOI: 10.1103/physrevlett.90.135506] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2002] [Indexed: 05/24/2023]
Abstract
Hybrid molecular dynamics and Monte Carlo simulations are performed to study the liquid-vapor interface of the restricted primitive model (RPM) of ionic fluids. We report for the first time simulation results of the surface tension associated to this interface. The RPM accurately predicts experimental surface tensions of ionic salts and good agreement with theoretical predictions that include the idea of ion association is found. The simulation results indicate that the structure of an ionic liquid-vapor interface is rather rough. This is reflected in the interfacial thickness, larger than that observed in simple fluids and water.
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Affiliation(s)
- Minerva González-Melchor
- Departamento de Física, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 14-740, 07000 México Distrito Federal, México
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15
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Daub CD, Camp PJ, Patey GN. The constant-volume heat capacity of near-critical fluids with long-range interactions: A discussion of different Monte Carlo estimates. J Chem Phys 2003. [DOI: 10.1063/1.1540630] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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16
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Orkoulas G, Kumar SK, Panagiotopoulos AZ. Monte carlo study of coulombic criticality in polyelectrolytes. PHYSICAL REVIEW LETTERS 2003; 90:048303. [PMID: 12570467 DOI: 10.1103/physrevlett.90.048303] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2002] [Indexed: 05/24/2023]
Abstract
The role of charges in determining the water solubility of polyelectrolytes, a question of considerable relevance to biology, is currently unresolved. We use computer simulations to study the purely Coulombic phase separation of flexible polyelectrolytes with monovalent counterions in an athermal solvent. In agreement with recent theories we find that the critical temperature for this transition increases with chain length, but that the critical density remains unchanged. We therefore stress that the phase behavior of polyelectrolytes is qualitatively different from uncharged polymers, where the critical density decreases towards zero for long chains.
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Affiliation(s)
- G Orkoulas
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, USA
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Caillol JM, Levesque D, Weis JJ. Critical behavior of the restricted primitive model revisited. J Chem Phys 2002. [DOI: 10.1063/1.1480009] [Citation(s) in RCA: 81] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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18
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Luijten E, Fisher ME, Panagiotopoulos AZ. Universality class of criticality in the restricted primitive model electrolyte. PHYSICAL REVIEW LETTERS 2002; 88:185701. [PMID: 12005698 DOI: 10.1103/physrevlett.88.185701] [Citation(s) in RCA: 123] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2001] [Indexed: 05/23/2023]
Abstract
The 1:1 equisized hard-sphere electrolyte or restricted primitive model has been simulated via grand-canonical fine-discretization Monte Carlo. Newly devised unbiased finite-size extrapolation methods using loci in the temperature-density or (T,rho) plane of isothermal rho(2-k) vs pressure inflections, of Q identical with<m(2)>(2)/<m(4)> maxima, and of canonical and C(V) criticality, yield estimates of (T(c),rho(c)) to +/-(0.04,3)%. Extrapolated exponents and Q ratio are (gamma,nu,Q(c)) = [1.24(3), 0.63(3); 0.624(2)], which support Ising (n = 1) behavior with (1.23(9), 0.630(3); 0.623(6)), but exclude classical, XY (n = 2), self-avoiding walk (n = 0), and n = 1 criticality with potentials varphi(r)>Phi/r(4.9) when r-->infinity.
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Affiliation(s)
- Erik Luijten
- Institute for Physical Science and Technology, University of Maryland, College Park, MD 20742, USA
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Almarza NG, Enciso E. Critical behavior of ionic solids. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2001; 64:042501. [PMID: 11690066 DOI: 10.1103/physreve.64.042501] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2001] [Indexed: 05/23/2023]
Abstract
Phase transitions of lattice models of ionic crystals are studied by computer simulation. The nature of order-disorder transitions on different crystal structures is established and compared with the behavior of related Ising models. It is found that for both, continuous and first order transitions the basic features seem to be similar to those of Ising systems.
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Affiliation(s)
- N G Almarza
- Departamento de Química Física I, Facultad de Ciencias Químicas, Universidad Complutense, E-28040 Madrid, Spain
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Orkoulas G, Fisher ME, Panagiotopoulos AZ. Precise simulation of criticality in asymmetric fluids. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2001; 63:051507. [PMID: 11414909 DOI: 10.1103/physreve.63.051507] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2000] [Indexed: 05/23/2023]
Abstract
Extensive grand canonical Monte Carlo simulations have been performed for the hard-core square-well fluid with interaction range b=1.5 sigma. The critical exponent for the correlation length has been estimated in an unbiased fashion as nu=0.63+/-0.03 via finite-size extrapolations of the extrema of properties measured along specially constructed, asymptotically critical loci that represent pseudosymmetry axes. The subsequent location of the critical point achieves a precision of five parts in 10(4) for Tc and about 0.3% for the critical density rhoc. The effective exponents gamma+(eff) and beta(eff) indicate Ising-type critical-point values to within 2% and 5.6%, respectively, convincingly distinguishing the universality class from the "nearby" XY and n=0 (self-avoiding walk) classes. Simulations of the heat capacity CV(T,rho) and d2psigma/dT2, where psigma is the vapor pressure below Tc, suggest a negative but small Yang-Yang anomaly, i.e., a specific-heat-like divergence in the corresponding chemical potential derivative (d2 musigma/dT2) that requires a revision of the standard asymptotic scaling description of asymmetric fluids.
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Affiliation(s)
- G Orkoulas
- Institute for Physical Science and Technology, University of Maryland, College Park, Maryland 20742-2431, USA
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22
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Luijten E, Fisher ME, Panagiotopoulos AZ. The heat capacity of the restricted primitive model electrolyte. J Chem Phys 2001. [DOI: 10.1063/1.1359769] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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23
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Ciach A, Stell G. Why the Ising and continuous-space models of ionic systems exhibit essentially different critical behavior. J Chem Phys 2001. [DOI: 10.1063/1.1329138] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Orkoulas G, Panagiotopoulos AZ, Fisher ME. Criticality and crossover in accessible regimes. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 2000; 61:5930-5939. [PMID: 11031656 DOI: 10.1103/physreve.61.5930] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/1999] [Indexed: 05/23/2023]
Abstract
The near-critical behavior of (d = 3)-dimensional Ising-model ferromagnets or simple lattice gases with equivalent first, second, and third nearest-neighbor interactions is studied through Monte Carlo simulations using histogram reweighting techniques and comparisons with series expansions. By carefully analyzing numerical data from relatively small finite systems using scaling and extrapolation methods, it is demonstrated that one can reliably estimate critical exponents, critical temperatures, and universal amplitude ratios, thereby distinguishing convincingly between different "nearby" universality classes and revealing systematic crossover effects. This study is preparatory to extending similar techniques to study criticality in continuum fluid models lacking symmetries, with Coulomb interactions, etc.
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Affiliation(s)
- G Orkoulas
- Institute for Physical Science and Technology, University of Maryland, College Park 20742-2431, USA
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26
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Weingärtner H, Nadolny HG, Käshammer S. Dielectric Properties of an Electrolyte Solution at Low Reduced Temperature. J Phys Chem B 1999. [DOI: 10.1021/jp990075t] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | - Holger G. Nadolny
- Physikalische Chemie II, Ruhr-Universität Bochum, D-44870 Bochum, Germany
| | - Stefan Käshammer
- Physikalische Chemie II, Ruhr-Universität Bochum, D-44870 Bochum, Germany
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27
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Shelley JC, Patey GN. Phase behavior of ionic solutions: Comparison of the primitive and explicit solvent models. J Chem Phys 1999. [DOI: 10.1063/1.477804] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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28
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Wiegand S, Briggs ME, Levelt Sengers JMH, Kleemeier M, Schröer W. Turbidity, light scattering, and coexistence curve data for the ionic binary mixture triethyl n-hexyl ammonium triethyl n-hexyl borate in diphenyl ether. J Chem Phys 1998. [DOI: 10.1063/1.477574] [Citation(s) in RCA: 74] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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29
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Weis JJ, Levesque D, Caillol JM. Restricted primitive model of an ionic solution confined to a plane. J Chem Phys 1998. [DOI: 10.1063/1.477371] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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30
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Caillol JM. Critical-point of the Lennard-Jones fluid: A finite-size scaling study. J Chem Phys 1998. [DOI: 10.1063/1.477099] [Citation(s) in RCA: 69] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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31
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Høye J, Stell G. The charge-dipole contribution to the density-density correlation matrix in near-critical electrolytes. J Mol Liq 1997. [DOI: 10.1016/s0167-7322(97)00088-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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32
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Caillol JM, Levesque D, Weis JJ. A Monte Carlo finite size scaling study of charged hard-sphere criticality. J Chem Phys 1997. [DOI: 10.1063/1.474509] [Citation(s) in RCA: 84] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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33
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Schröer W, Weiss VC. Effect of dipole-ion interactions on the Ginzburg temperature of ionic fluids. J Chem Phys 1997. [DOI: 10.1063/1.473737] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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34
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Bresme F, Lomb E, Abascal JLF. Influence of association on the liquid–vapor phase coexistence of simple systems. J Chem Phys 1997. [DOI: 10.1063/1.473278] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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