Hard sphere model: Difference between revisions
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==First simulations of hard spheres== | ==First simulations of hard spheres== | ||
The hard sphere model, along with its two-dimensional manifestation [[hard disks]], was one of the first ever systems studied using [[computer simulation techniques]] with a view | The hard sphere model, along with its two-dimensional manifestation [[hard disks]], was one of the first ever systems studied using [[computer simulation techniques]] with a view | ||
to understanding the thermodynamics of the fluid and solid phases and their corresponding [[Phase transitions | phase transition]] | to understanding the thermodynamics of the fluid and solid phases and their corresponding [[Phase transitions | phase transition]] | ||
<ref>[http://dx.doi.org/10.1063/1.1740207 Marshall N. Rosenbluth and Arianna W. Rosenbluth "Further Results on Monte Carlo Equations of State", Journal of Chemical Physics '''22''' pp. 881-884 (1954)]</ref> | |||
<ref>[http://dx.doi.org/10.1063/1.1743956 W. W. Wood and J. D. Jacobson "Preliminary Results from a Recalculation of the Monte Carlo Equation of State of Hard Spheres", Journal of Chemical Physics '''27''' pp. 1207-1208 (1957)]</ref> | |||
<ref>[http://dx.doi.org/10.1063/1.1743957 B. J. Alder and T. E. Wainwright "Phase Transition for a Hard Sphere System", Journal of Chemical Physics '''27''' pp. 1208-1209 (1957)]</ref> | |||
==Fluid phase radial distribution function== | ==Fluid phase radial distribution function== | ||
The following are a series of plots of the hard sphere [[radial distribution function]] | The following are a series of plots of the hard sphere [[radial distribution function]] <ref>The [[total correlation function]] data was produced using the [http://www.vscht.cz/fch/software/hsmd/hspline-8-2004.zip computer code] written by [http://www.vscht.cz/fch/en/people/Jiri.Kolafa.html Jiří Kolafa]</ref>. The horizontal axis is in units of <math>\sigma</math> where <math>\sigma</math> is set to be 1. Click on image of interest to see a larger view. | ||
:{| border="1" | :{| border="1" | ||
|- | |- | ||
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|<math>\rho=0.8</math> [[Image:HS_0.8_rdf.png|center|220px]] ||<math>\rho=0.85</math> [[Image:HS_0.85_rdf.png|center|220px]] || <math>\rho=0.9</math> [[Image:HS_0.9_rdf.png|center|220px]] | |<math>\rho=0.8</math> [[Image:HS_0.8_rdf.png|center|220px]] ||<math>\rho=0.85</math> [[Image:HS_0.85_rdf.png|center|220px]] || <math>\rho=0.9</math> [[Image:HS_0.9_rdf.png|center|220px]] | ||
|} | |} | ||
The value of the radial distribution at contact, <math>{\mathrm g}(\sigma^+)</math>, can be used to calculate the [[pressure]] via the [[equations of state |equation of state]] ( | The value of the radial distribution at contact, <math>{\mathrm g}(\sigma^+)</math>, can be used to calculate the [[pressure]] via the [[equations of state |equation of state]] (Eq. 1 in <ref name="Tao1"> [http://dx.doi.org/10.1103/PhysRevA.46.8007 Fu-Ming Tao, Yuhua Song, and E. A. Mason "Derivative of the hard-sphere radial distribution function at contact", Physical Review A '''46''' pp. 8007-8008 (1992)]</ref>) | ||
:<math>\frac{p}{\rho k_BT}= 1 + B_2 \rho {\mathrm g}(\sigma^+)</math> | :<math>\frac{p}{\rho k_BT}= 1 + B_2 \rho {\mathrm g}(\sigma^+)</math> | ||
where the [[second virial coefficient]], <math>B_2</math>, is given by | where the [[second virial coefficient]], <math>B_2</math>, is given by | ||
:<math>B_2 = \frac{2\pi}{3}\sigma^3</math>. | :<math>B_2 = \frac{2\pi}{3}\sigma^3</math>. | ||
Carnahan and Starling ( | Carnahan and Starling <ref>[http://dx.doi.org/10.1063/1.1672048 N. F.Carnahan and K. E.Starling,"Equation of State for Nonattracting Rigid Spheres" Journal of Chemical Physics '''51''' pp. 635-636 (1969)]</ref> provided the following expression for <math>{\mathrm g}(\sigma^+)</math> (Eq. 3 in <ref name="Tao1" > </ref>) | ||
:<math>{\mathrm g}(\sigma^+)= \frac{1-\eta/2}{(1-\eta)^3}</math> | :<math>{\mathrm g}(\sigma^+)= \frac{1-\eta/2}{(1-\eta)^3}</math> | ||
where <math>\eta</math> is the [[packing fraction]]. | where <math>\eta</math> is the [[packing fraction]]. | ||
Over the years many groups have studied the radial distribution function of the hard sphere model: | Over the years many groups have studied the radial distribution function of the hard sphere model: | ||
<ref>[http://dx.doi.org/10.1063/1.1747854 John G. Kirkwood, Eugene K. Maun, and Berni J. Alder "Radial Distribution Functions and the Equation of State of a Fluid Composed of Rigid Spherical Molecules", Journal of Chemical Physics '''18''' pp. 1040- (1950)]</ref> | |||
<ref>[http://dx.doi.org/10.1103/PhysRev.85.777 B. R. A. Nijboer and L. Van Hove "Radial Distribution Function of a Gas of Hard Spheres and the Superposition Approximation", Physical Review '''85''' pp. 777 - 783 (1952)]</ref> | |||
<ref>[http://dx.doi.org/10.1063/1.1742004 B. J. Alder, S. P. Frankel, and V. A. Lewinson "Radial Distribution Function Calculated by the Monte-Carlo Method for a Hard Sphere Fluid", Journal of Chemical Physics '''23''' pp. 417- (1955)]</ref> | |||
<ref>[http://dx.doi.org/10.1063/1.1727245 Francis H. Ree, R. Norris Keeler, and Shaun L. McCarthy "Radial Distribution Function of Hard Spheres", Journal of Chemical Physics '''44''' pp. 3407- (1966)]</ref> | |||
<ref>[http://dx.doi.org/10.1080/00268977000101421 W. R. Smith and D. Henderson "Analytical representation of the Percus-Yevick hard-sphere radial distribution function", Molecular Physics '''19''' pp. 411-415 (1970)]</ref> | |||
<ref>[http://dx.doi.org/10.1080/00268977100101331 J. A. Barker and D. Henderson "Monte Carlo values for the radial distribution function of a system of fluid hard spheres", Molecular Physics '''21''' pp. 187-191 (1971)]</ref> | |||
<ref>[http://dx.doi.org/10.1080/00268977700102241 J. M. Kincaid and J. J. Weis "Radial distribution function of a hard-sphere solid", Molecular Physics '''34''' pp. 931-938 (1977)]</ref> | |||
<ref>[http://dx.doi.org/10.1103/PhysRevA.43.5418 S. Bravo Yuste and A. Santos "Radial distribution function for hard spheres", Physical Review A '''43''' pp. 5418-5423 (1991)]</ref> | |||
<ref>[http://dx.doi.org/10.1080/00268979400100491 Jaeeon Chang and Stanley I. Sandler "A real function representation for the structure of the hard-sphere fluid", Molecular Physics '''81''' pp. 735-744 (1994)]</ref> | |||
<ref>[http://dx.doi.org/10.1063/1.1979488 Andrij Trokhymchuk, Ivo Nezbeda and Jan Jirsák "Hard-sphere radial distribution function again", Journal of Chemical Physics '''123''' 024501 (2005)]</ref> | |||
<ref>[http://dx.doi.org/10.1063/1.2201699 M. López de Haro, A. Santos and S. B. Yuste "On the radial distribution function of a hard-sphere fluid", Journal of Chemical Physics '''124''' 236102 (2006)]</ref> | |||
==Direct correlation function== | ==Direct correlation function== | ||
For the [[direct correlation function]] see: | For the [[direct correlation function]] see: | ||
<ref>[http://dx.doi.org/10.1080/00268970701725021 C. F. Tejero and M. López De Haro "Direct correlation function of the hard-sphere fluid", Molecular Physics '''105''' pp. 2999-3004 (2007)]</ref> | |||
<ref>[http://dx.doi.org/10.1080/00268970902784934 Matthew Dennison, Andrew J. Masters, David L. Cheung, and Michael P. Allen "Calculation of direct correlation function for hard particles using a virial expansion", Molecular Physics pp. 375-382 (2009)]</ref> | |||
==Bridge function== | ==Bridge function== | ||
Details of the [[bridge function]] for hard sphere can be found in the following publication | Details of the [[bridge function]] for hard sphere can be found in the following publication | ||
<ref>[http://dx.doi.org/10.1080/00268970210136357 Jiri Kolafa, Stanislav Labik and Anatol Malijevsky "The bridge function of hard spheres by direct inversion of computer simulation data", Molecular Physics '''100''' pp. 2629-2640 (2002)]</ref> | |||
==Fluid-solid transition== | ==Fluid-solid transition== | ||
The hard sphere system undergoes a [[Solid-liquid phase transitions |fluid-solid]] [[First-order transitions |first order transition]] | The hard sphere system undergoes a [[Solid-liquid phase transitions |fluid-solid]] [[First-order transitions |first order transition]] <ref name="HooverRee">[http://dx.doi.org/10.1063/1.1670641 William G. Hoover and Francis H. Ree "Melting Transition and Communal Entropy for Hard Spheres", Journal of Chemical Physics '''49''' pp. 3609-3617 (1968)]</ref> | ||
The fluid-solid coexistence densities (<math>\rho^* = \rho \sigma^3</math>) are given by | The fluid-solid coexistence densities (<math>\rho^* = \rho \sigma^3</math>) are given by | ||
:{| border="1" | :{| border="1" | ||
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| <math>\rho^*_{\mathrm {solid}}</math> || <math>\rho^*_{\mathrm {fluid}}</math> || Reference | | <math>\rho^*_{\mathrm {solid}}</math> || <math>\rho^*_{\mathrm {fluid}}</math> || Reference | ||
|- | |- | ||
| 1.041|| 0.945 || | | 1.041|| 0.945 || <ref name="HooverRee"> </ref> | ||
|- | |- | ||
| 1.0376|| 0.9391 || | | 1.0376|| 0.9391 || <ref name="FrenkelSmitBook">Daan Frenkel and Berend Smit "Understanding Molecular Simulation: From Algorithms to Applications", Second Edition (2002) (ISBN 0-12-267351-4) p. 261.</ref> | ||
|- | |- | ||
| 1.0367(10) || 0.9387(10) || | | 1.0367(10) || 0.9387(10) || <ref name="Fortini">[http://dx.doi.org/10.1088/0953-8984/18/28/L02 Andrea Fortini and Marjolein Dijkstra "Phase behaviour of hard spheres confined between parallel hard plates: manipulation of colloidal crystal structures by confinement", Journal of Physics: Condensed Matter '''18''' pp. L371-L378 (2006)]</ref> | ||
|- | |- | ||
| 1.0372 || 0.9387 || | | 1.0372 || 0.9387 || <ref name="VegaNoya"> [http://dx.doi.org/10.1063/1.2790426 Carlos Vega and Eva G. Noya "Revisiting the Frenkel-Ladd method to compute the free energy of solids: The Einstein molecule approach", Journal of Chemical Physics '''127''' 154113 (2007)]</ref> | ||
|- | |- | ||
| 1.0369(33) || 0.9375(14) || | | 1.0369(33) || 0.9375(14) || <ref name="Noya"> [http://dx.doi.org/10.1063/1.2901172 Eva G. Noya, Carlos Vega, and Enrique de Miguel "Determination of the melting point of hard spheres from direct coexistence simulation methods", Journal of Chemical Physics '''128''' 154507 (2008)]</ref> | ||
|- | |- | ||
| 1.037 || 0.938 || | | 1.037 || 0.938 || <ref>[http://dx.doi.org/10.1063/1.476396 Ruslan L. Davidchack and Brian B. Laird "Simulation of the hard-sphere crystal–melt interface", Journal of Chemical Physics '''108''' pp. 9452-9462 (1998)]</ref> | ||
|- | |- | ||
| 1.035(3) || 0.936(2) || | | 1.035(3) || 0.936(2) || <ref name="Miguel"> [http://dx.doi.org/10.1063/1.3023062 Enrique de Miguel "Estimating errors in free energy calculations from thermodynamic integration using fitted data", Journal of Chemical Physics '''129''' 214112 (2008)]</ref> | ||
|} | |} | ||
The coexistence [[pressure]] is given by | The coexistence [[pressure]] is given by | ||
Line 82: | Line 82: | ||
| <math>p (k_BT/\sigma^3) </math> || Reference | | <math>p (k_BT/\sigma^3) </math> || Reference | ||
|- | |- | ||
| 11.567|| | | 11.567|| <ref name="FrenkelSmitBook"> </ref> | ||
|- | |- | ||
| 11.57(10) || | | 11.57(10) || <ref name="Fortini"> </ref> | ||
|- | |- | ||
| 11.54(4) || | | 11.54(4) || <ref name="Noya"> </ref> | ||
|- | |- | ||
| 11.50(9) || | | 11.50(9) || <ref>[http://dx.doi.org/10.1103/PhysRevLett.85.5138 N. B. Wilding and A. D. Bruce "Freezing by Monte Carlo Phase Switch", Physical Review Letters '''85''' pp. 5138-5141 (2000)]</ref> | ||
|- | |- | ||
| 11.55(11) || | | 11.55(11) || <ref>[http://dx.doi.org/10.1088/0953-8984/9/41/006 Robin J. Speedy "Pressure of the metastable hard-sphere fluid", Journal of Physics: Condensed Matter '''9''' pp. 8591-8599 (1997)]</ref> | ||
|- | |- | ||
| 11.48(11) || | | 11.48(11) || <ref name="Miguel"> </ref> | ||
|} | |} | ||
The coexistence [[chemical potential]] is given by | The coexistence [[chemical potential]] is given by | ||
Line 99: | Line 99: | ||
| <math>\mu (k_BT) </math> || Reference | | <math>\mu (k_BT) </math> || Reference | ||
|- | |- | ||
| 15.980(11) || | | 15.980(11) || <ref name="Miguel"> </ref> | ||
|} | |} | ||
The [[Helmholtz energy function]] (in units of <math>Nk_BT</math>) is given by | The [[Helmholtz energy function]] (in units of <math>Nk_BT</math>) is given by | ||
Line 106: | Line 106: | ||
| <math>A_{\mathrm {solid}}</math> || <math>A_{\mathrm {fluid}}</math> || Reference | | <math>A_{\mathrm {solid}}</math> || <math>A_{\mathrm {fluid}}</math> || Reference | ||
|- | |- | ||
| 4.887(3) || 3.719(8) || | | 4.887(3) || 3.719(8) || <ref name="Miguel"> </ref> | ||
|} | |||
==Helmholtz energy function== | |||
Values for the [[Helmholtz energy function]] (<math>A</math>) are given in the following Table: | |||
:{| border="1" | |||
|- | |||
| <math>\rho^*</math> || <math>A/(Nk_BT)</math>|| Reference | |||
|- | |||
| 1.04086 || 4.959 || Table VI <ref name="VegaNoya"> </ref> | |||
|- | |||
| 1.099975 || 5.631 || Table VI <ref name="VegaNoya"> </ref> | |||
|- | |||
| 1.150000 || 6.274 || Table VI <ref name="VegaNoya"> </ref> | |||
|} | |} | ||
==Solid structure== | ==Solid structure== | ||
The [http://mathworld.wolfram.com/KeplerConjecture.html Kepler conjecture] states that the optimal packing for three dimensional spheres is either cubic or hexagonal close [[Lattice Structures | packing]], both of which have maximum densities of <math>\pi/(3 \sqrt{2}) \approx 74.048%</math> | The [http://mathworld.wolfram.com/KeplerConjecture.html Kepler conjecture] states that the optimal packing for three dimensional spheres is either cubic or hexagonal close [[Lattice Structures | packing]], both of which have maximum densities of <math>\pi/(3 \sqrt{2}) \approx 74.048%</math> <ref>[http://dx.doi.org/10.1038/26609 Neil J. A. Sloane "Kepler's conjecture confirmed", Nature '''395''' pp. 435-436 (1998)]</ref> | ||
<ref>[http://dx.doi.org/10.1103/PhysRevE.52.3632 C. F. Tejero, M. S. Ripoll, and A. Pérez "Pressure of the hard-sphere solid", Physical Review E '''52''' pp. 3632-3636 (1995)]</ref>. However, for hard spheres at close packing the [[Building up a face centered cubic lattice |face centred cubic]] phase is the more stable | |||
<ref>[http://dx.doi.org/10.1039/a701761h Leslie V. Woodcock "Computation of the free energy for alternative crystal structures of hard spheres", Faraday Discussions '''106''' pp. 325 - 338 (1997)]</ref> | |||
*See also: [[Equations of state for crystals of hard spheres]] | *See also: [[Equations of state for crystals of hard spheres]] | ||
Line 141: | Line 142: | ||
* [[Hard hyperspheres]] | * [[Hard hyperspheres]] | ||
== Experimental results == | == Experimental results == | ||
Pusey and van Megen used a suspension of PMMA particles of radius 305 <math>\pm</math>10 nm, suspended in poly-12-hydroxystearic acid | Pusey and van Megen used a suspension of PMMA particles of radius 305 <math>\pm</math>10 nm, suspended in poly-12-hydroxystearic acid <ref>[http://dx.doi.org/10.1038/320340a0 P. N. Pusey and W. van Megen "Phase behaviour of concentrated suspensions of nearly hard colloidal spheres", Nature '''320''' pp. 340-342 (1986)]</ref> | ||
For results obtained from the [http://exploration.grc.nasa.gov/expr2/cdot.html Colloidal Disorder - Order Transition] (CDOT) experiments performed on-board the Space Shuttles ''Columbia'' and ''Discovery'' see Ref. <ref>[http://dx.doi.org/10.1016/S0261-3069(01)00015-2 Z. Chenga, P. M. Chaikina, W. B. Russelb, W. V. Meyerc, J. Zhub, R. B. Rogersc and R. H. Ottewilld, "Phase diagram of hard spheres", Materials & Design '''22''' pp. 529-534 (2001)]</ref> | |||
For results obtained from the [http://exploration.grc.nasa.gov/expr2/cdot.html Colloidal Disorder - Order Transition] (CDOT) experiments performed on-board the Space Shuttles ''Columbia'' and ''Discovery'' see Ref. | ==References== | ||
== | <references/> | ||
'''Related reading''' | |||
*[http://dx.doi.org/10.1007/978-3-540-78767-9 "Theory and Simulation of Hard-Sphere Fluids and Related Systems", Lecture Notes in Physics '''753/2008''' Springer (2008)] | *[http://dx.doi.org/10.1007/978-3-540-78767-9 "Theory and Simulation of Hard-Sphere Fluids and Related Systems", Lecture Notes in Physics '''753/2008''' Springer (2008)] | ||
==External links== | ==External links== | ||
*[http://www.smac.lps.ens.fr/index.php/Programs_Chapter_2:_Hard_disks_and_spheres Hard disks and spheres] computer code on SMAC-wiki. | *[http://www.smac.lps.ens.fr/index.php/Programs_Chapter_2:_Hard_disks_and_spheres Hard disks and spheres] computer code on SMAC-wiki. | ||
[[Category:Models]] | [[Category:Models]] | ||
[[category: hard sphere]] | [[category: hard sphere]] |
Revision as of 17:12, 18 December 2009

The hard sphere model is defined as
where is the intermolecular pair potential between two spheres at a distance , and is the diameter of the sphere. The hard sphere model can be considered to be a special case of the hard ellipsoid model, where each of the semi-axes has the same length, .
First simulations of hard spheres
The hard sphere model, along with its two-dimensional manifestation hard disks, was one of the first ever systems studied using computer simulation techniques with a view to understanding the thermodynamics of the fluid and solid phases and their corresponding phase transition [1] [2] [3]
Fluid phase radial distribution function
The following are a series of plots of the hard sphere radial distribution function [4]. The horizontal axis is in units of where is set to be 1. Click on image of interest to see a larger view.
The value of the radial distribution at contact, , can be used to calculate the pressure via the equation of state (Eq. 1 in [5])
where the second virial coefficient, , is given by
- .
Carnahan and Starling [6] provided the following expression for (Eq. 3 in [5])
where is the packing fraction.
Over the years many groups have studied the radial distribution function of the hard sphere model: [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17]
Direct correlation function
For the direct correlation function see: [18] [19]
Bridge function
Details of the bridge function for hard sphere can be found in the following publication [20]
Fluid-solid transition
The hard sphere system undergoes a fluid-solid first order transition [21] The fluid-solid coexistence densities () are given by
Reference 1.041 0.945 [21] 1.0376 0.9391 [22] 1.0367(10) 0.9387(10) [23] 1.0372 0.9387 [24] 1.0369(33) 0.9375(14) [25] 1.037 0.938 [26] 1.035(3) 0.936(2) [27]
The coexistence pressure is given by
The coexistence chemical potential is given by
Reference 15.980(11) [27]
The Helmholtz energy function (in units of ) is given by
Reference 4.887(3) 3.719(8) [27]
Helmholtz energy function
Values for the Helmholtz energy function () are given in the following Table:
Solid structure
The Kepler conjecture states that the optimal packing for three dimensional spheres is either cubic or hexagonal close packing, both of which have maximum densities of [30] [31]. However, for hard spheres at close packing the face centred cubic phase is the more stable [32]
Equations of state
- Main article: Equations of state for hard spheres
Virial coefficients
- Main article: Hard sphere: virial coefficients
Mixtures
Related systems
Hard spheres in other dimensions:
- 1-dimensional case: hard rods.
- 2-dimensional case: hard disks.
- Hard hyperspheres
Experimental results
Pusey and van Megen used a suspension of PMMA particles of radius 305 10 nm, suspended in poly-12-hydroxystearic acid [33] For results obtained from the Colloidal Disorder - Order Transition (CDOT) experiments performed on-board the Space Shuttles Columbia and Discovery see Ref. [34]
References
- ↑ Marshall N. Rosenbluth and Arianna W. Rosenbluth "Further Results on Monte Carlo Equations of State", Journal of Chemical Physics 22 pp. 881-884 (1954)
- ↑ W. W. Wood and J. D. Jacobson "Preliminary Results from a Recalculation of the Monte Carlo Equation of State of Hard Spheres", Journal of Chemical Physics 27 pp. 1207-1208 (1957)
- ↑ B. J. Alder and T. E. Wainwright "Phase Transition for a Hard Sphere System", Journal of Chemical Physics 27 pp. 1208-1209 (1957)
- ↑ The total correlation function data was produced using the computer code written by Jiří Kolafa
- ↑ Jump up to: 5.0 5.1 Fu-Ming Tao, Yuhua Song, and E. A. Mason "Derivative of the hard-sphere radial distribution function at contact", Physical Review A 46 pp. 8007-8008 (1992)
- ↑ N. F.Carnahan and K. E.Starling,"Equation of State for Nonattracting Rigid Spheres" Journal of Chemical Physics 51 pp. 635-636 (1969)
- ↑ John G. Kirkwood, Eugene K. Maun, and Berni J. Alder "Radial Distribution Functions and the Equation of State of a Fluid Composed of Rigid Spherical Molecules", Journal of Chemical Physics 18 pp. 1040- (1950)
- ↑ B. R. A. Nijboer and L. Van Hove "Radial Distribution Function of a Gas of Hard Spheres and the Superposition Approximation", Physical Review 85 pp. 777 - 783 (1952)
- ↑ B. J. Alder, S. P. Frankel, and V. A. Lewinson "Radial Distribution Function Calculated by the Monte-Carlo Method for a Hard Sphere Fluid", Journal of Chemical Physics 23 pp. 417- (1955)
- ↑ Francis H. Ree, R. Norris Keeler, and Shaun L. McCarthy "Radial Distribution Function of Hard Spheres", Journal of Chemical Physics 44 pp. 3407- (1966)
- ↑ W. R. Smith and D. Henderson "Analytical representation of the Percus-Yevick hard-sphere radial distribution function", Molecular Physics 19 pp. 411-415 (1970)
- ↑ J. A. Barker and D. Henderson "Monte Carlo values for the radial distribution function of a system of fluid hard spheres", Molecular Physics 21 pp. 187-191 (1971)
- ↑ J. M. Kincaid and J. J. Weis "Radial distribution function of a hard-sphere solid", Molecular Physics 34 pp. 931-938 (1977)
- ↑ S. Bravo Yuste and A. Santos "Radial distribution function for hard spheres", Physical Review A 43 pp. 5418-5423 (1991)
- ↑ Jaeeon Chang and Stanley I. Sandler "A real function representation for the structure of the hard-sphere fluid", Molecular Physics 81 pp. 735-744 (1994)
- ↑ Andrij Trokhymchuk, Ivo Nezbeda and Jan Jirsák "Hard-sphere radial distribution function again", Journal of Chemical Physics 123 024501 (2005)
- ↑ M. López de Haro, A. Santos and S. B. Yuste "On the radial distribution function of a hard-sphere fluid", Journal of Chemical Physics 124 236102 (2006)
- ↑ C. F. Tejero and M. López De Haro "Direct correlation function of the hard-sphere fluid", Molecular Physics 105 pp. 2999-3004 (2007)
- ↑ Matthew Dennison, Andrew J. Masters, David L. Cheung, and Michael P. Allen "Calculation of direct correlation function for hard particles using a virial expansion", Molecular Physics pp. 375-382 (2009)
- ↑ Jiri Kolafa, Stanislav Labik and Anatol Malijevsky "The bridge function of hard spheres by direct inversion of computer simulation data", Molecular Physics 100 pp. 2629-2640 (2002)
- ↑ Jump up to: 21.0 21.1 William G. Hoover and Francis H. Ree "Melting Transition and Communal Entropy for Hard Spheres", Journal of Chemical Physics 49 pp. 3609-3617 (1968)
- ↑ Jump up to: 22.0 22.1 Daan Frenkel and Berend Smit "Understanding Molecular Simulation: From Algorithms to Applications", Second Edition (2002) (ISBN 0-12-267351-4) p. 261.
- ↑ Jump up to: 23.0 23.1 Andrea Fortini and Marjolein Dijkstra "Phase behaviour of hard spheres confined between parallel hard plates: manipulation of colloidal crystal structures by confinement", Journal of Physics: Condensed Matter 18 pp. L371-L378 (2006)
- ↑ Jump up to: 24.0 24.1 24.2 24.3 Carlos Vega and Eva G. Noya "Revisiting the Frenkel-Ladd method to compute the free energy of solids: The Einstein molecule approach", Journal of Chemical Physics 127 154113 (2007)
- ↑ Jump up to: 25.0 25.1 Eva G. Noya, Carlos Vega, and Enrique de Miguel "Determination of the melting point of hard spheres from direct coexistence simulation methods", Journal of Chemical Physics 128 154507 (2008)
- ↑ Ruslan L. Davidchack and Brian B. Laird "Simulation of the hard-sphere crystal–melt interface", Journal of Chemical Physics 108 pp. 9452-9462 (1998)
- ↑ Jump up to: 27.0 27.1 27.2 27.3 Enrique de Miguel "Estimating errors in free energy calculations from thermodynamic integration using fitted data", Journal of Chemical Physics 129 214112 (2008)
- ↑ N. B. Wilding and A. D. Bruce "Freezing by Monte Carlo Phase Switch", Physical Review Letters 85 pp. 5138-5141 (2000)
- ↑ Robin J. Speedy "Pressure of the metastable hard-sphere fluid", Journal of Physics: Condensed Matter 9 pp. 8591-8599 (1997)
- ↑ Neil J. A. Sloane "Kepler's conjecture confirmed", Nature 395 pp. 435-436 (1998)
- ↑ C. F. Tejero, M. S. Ripoll, and A. Pérez "Pressure of the hard-sphere solid", Physical Review E 52 pp. 3632-3636 (1995)
- ↑ Leslie V. Woodcock "Computation of the free energy for alternative crystal structures of hard spheres", Faraday Discussions 106 pp. 325 - 338 (1997)
- ↑ P. N. Pusey and W. van Megen "Phase behaviour of concentrated suspensions of nearly hard colloidal spheres", Nature 320 pp. 340-342 (1986)
- ↑ Z. Chenga, P. M. Chaikina, W. B. Russelb, W. V. Meyerc, J. Zhub, R. B. Rogersc and R. H. Ottewilld, "Phase diagram of hard spheres", Materials & Design 22 pp. 529-534 (2001)
Related reading
External links
- Hard disks and spheres computer code on SMAC-wiki.