Nanoparticles are small particles whose sizes are less than 100?nm. They have many industrial applications due to their unique properties. Their properties are often size-dependent; thus the accurate determination of nanoparticle sizes is important for quality assurance of nanoparticle production processes. A small angle X-ray scattering technique is a promising method used for characterizing nanoparticle sizes. It has distinctive advantages over other techniques such as electron microscope techniques. In this paper, we review the state-of-the-art methods for determining the sizes of nanoparticles with small angle X-ray experiments and discuss the advantages and limitations of the state-of-the-art methods. 1. Introduction Nanoparticles are tiny particles whose sizes are less than 100?nm and have many industrial applications due to their novel physical and chemical properties, nanobiotechnology [1], drug delivery [2, 3], catalysis [4–7], fluorescent biological labels [8], biodetection of pathogens [9], chemical sensors [10], optical/electronic/magnetic devices [11], and medicine [12]. The physical and chemical properties exhibited by nanoparticles are often size-dependent [13–16]. Therefore, by controlling the size of nanoparticles, we should be able to draw the desired properties of the nanoparticles. In order to control the particle sizes, we should be able to accurately quantify the sizes of the nanoparticles produced from a synthesis process of nanoparticles, because we cannot control what we cannot quantify. Therefore by quantifying the sizes of nanoparticles we can control its synthesis process and its production. The accurate size determination becomes even more important on the industry scale, because it helps install quality assurance of nanoparticle production processes [17, 18]. There are several techniques that obtain the size information of nanoparticles, atomic force microscopy (AFM) [19], transmission electron microscopy (TEM) [20], scanning electron microscopy (SEM) [21], differential mobility analysis, dynamic light scattering (DLS) [22], and small angle X-ray scattering (SAXS). Depending on the material to be characterized, each of these techniques has its own peculiar advantages and disadvantages. The SAXS has the advantage over other techniques of being able to analyze a wide variety of sample types, including aerosols, colloidal suspensions, powders, solids, and thin films. Another advantage of the SAXS over the electron microscopy (EM) methods is that the SAXS often requires very little sample preparation time, in contrast to the
References
[1]
O. V. Salata, “Applications of nanoparticles in biology and medicine,” Journal of Nanobiotechnology, vol. 2, article 3, pp. 1–6, 2004.
[2]
D. Pantarotto, C. D. Partidos, J. Hoebeke et al., “Immunization with peptide-functionalized carbon nanotubes enhances virus-specific neutralizing antibody responses,” Chemistry & Biology, vol. 10, no. 10, pp. 961–966, 2003.
[3]
C. Mah, T. J. Fraites Jr., I. Zolotukhin et al., “Improved method of recombinant AAV2 delivery for systemic targeted gene therapy,” Molecular Therapy, vol. 6, no. 1, pp. 106–112, 2002.
[4]
T. J. Schmidt, M. Noeske, H. A. Gasteiger et al., “Electrocatalytic activity of PtRu alloy colloids for CO and CO/H2 electrooxidation: stripping voltammetry and rotating disk measurements,” Langmuir, vol. 13, no. 10, pp. 2591–2595, 1997.
[5]
M. T. Reetz, R. Breinbauer, P. Wedemann, and P. Binger, “Nanostructured nickel-clusters as catalysts in [3 + 2] cycloaddition reactions,” Tetrahedron, vol. 54, no. 7, pp. 1233–1240, 1998.
[6]
M. T. Reetz, R. Breinbauer, and K. Wanninger, “Suzuki and Heck reactions catalyzed by preformed palladium clusters and palladium/nickel bimetallic clusters,” Tetrahedron Letters, vol. 37, no. 26, pp. 4499–4502, 1996.
[7]
A. Balamurugan, K.-C. Ho, and S.-M. Chen, “One-pot synthesis of highly stable silver nanoparticles-conducting polymer nanocomposite and its catalytic application,” Synthetic Metals, vol. 159, no. 23-24, pp. 2544–2549, 2009.
[8]
M. Bruchez Jr., M. Moronne, P. Gin, S. Weiss, and A. P. Alivisatos, “Semiconductor nanocrystals as fluorescent biological labels,” Science, vol. 281, no. 5385, pp. 2013–2016, 1998.
[9]
R. L. Edelstein, C. R. Tamanaha, P. E. Sheehan et al., “The BARC biosensor applied to the detection of biological warfare agents,” Biosensors and Bioelectronics, vol. 14, no. 10-11, pp. 805–813, 2000.
[10]
R. Elghanian, J. J. Storhoff, R. C. Mucic, R. L. Letsinger, and C. A. Mirkin, “Selective colorimetric detection of polynucleotides based on the distance-dependent optical properties of gold nanoparticles,” Science, vol. 277, no. 5329, pp. 1078–1081, 1997.
[11]
G. Sch?n and U. Simon, “A fascinating new field in colloid science: small ligand-stabilized metal clusters and their possible application in microelectronics—part II: future directions,” Colloid & Polymer Science, vol. 273, no. 3, pp. 202–218, 1995.
[12]
I. Brigger, C. Dubernet, and P. Couvreur, “Nanoparticles in cancer therapy and diagnosis,” Advanced Drug Delivery Reviews, vol. 54, no. 5, pp. 631–651, 2002.
[13]
J. Baltrusaitis, P. M. Jayaweera, and V. H. Grassian, “Sulfur dioxide adsorption on TiO2 nanoparticles: influence of particle size, coadsorbates, sample pretreatment, and light on surface speciation and surface coverage,” Journal of Physical Chemistry C, vol. 115, no. 2, pp. 492–500, 2011.
[14]
A. Kasuya, G. Milczarek, I. Dmitruk et al., “Size- and shape-controls and electronic functions of nanometer-scale semiconductors and oxides,” Colloids and Surfaces A, vol. 202, no. 2-3, pp. 291–296, 2002.
[15]
A. J. Maira, K. L. Yeung, C. Y. Lee, P. L. Yue, and C. K. Chan, “Size effects in gas-phase photo-oxidation of trichloroethylene using nanometer-sized TiO2 catalysts,” Journal of Catalysis, vol. 192, no. 1, pp. 185–196, 2000.
[16]
H. Yano, J. Inukai, H. Uchida et al., “Particle-size effect of nanoscale platinum catalysts in oxygen reduction reaction: an electrochemical and195Pt EC-NMR study,” Physical Chemistry Chemical Physics, vol. 8, no. 42, pp. 4932–4939, 2006.
[17]
J. D. Morse, “Research challenges for integrated systems nanomanufacturing: report from the National Science Foundation Workshop,” Internano 2008.
[18]
C. Li, “Structure controlling and process scale-up in the fabrication of nanomaterials,” Frontiers of Chemical Engineering in China, vol. 4, no. 1, pp. 18–25, 2010.
[19]
J. Grobelny, F. W. DelRio, N. Pradeep, D.-I. Kim, V. A. Hackley, and R. F. Cook, “Size measurement of nanoparticles using atomic force microscopy,” Methods in Molecular Biology, vol. 697, pp. 71–82, 2011.
[20]
W. D. Pyrz and D. J. Buttrey, “Particle size determination using TEM: a discussion of image acquisition and analysis for the novice microscopist,” Langmuir, vol. 24, no. 20, pp. 11350–11360, 2008.
[21]
S. Sahoo, C. K. Chakraborti, S. C. Mishra, and U. N. Nanda, “Scanning electron microscopy as an analytical tool for particle size distribution and aspect ratio analysis of ciprofloxacin muco adhesive polymeric Suspension,” Ijrras, vol. 6, no. 1, pp. 94–100, 2011.
[22]
T. Walther, Photon Correlation Spectroscopy in Particle Sizing, John Wiley & Sons, Chichester, UK, 2000.
[23]
H. K. Kammler, G. Beaucage, D. J. Kohls, N. Agashe, and J. Ilavsky, “Monitoring simultaneously the growth of nanoparticles and aggregates by in situ ultra-small-angle X-ray scattering,” Journal of Applied Physics, vol. 97, no. 5, Article ID 054309, 11 pages, 2005.
[24]
M. Harada, N. Tamura, and M. Takenaka, “Nucleation and growth of metal nanoparticles during photoreduction using in situ time-resolved SAXS analysis,” Journal of Physical Chemistry C, vol. 115, no. 29, pp. 14081–14092, 2011.
[25]
L. C. McKenzie, P. M. Haben, S. D. Kevan, and J. E. Hutchison, “Determining nanoparticle size in real time by small-angle X-ray scattering in a microscale flow system,” Journal of Physical Chemistry C, vol. 114, no. 50, pp. 22055–22063, 2010.
[26]
H. Brumberger, Modern Aspects of Small Angle Scattering, NATO Science Series C, Springer, New York, NY, USA, 1994.
[27]
L. A. Feigin and D. I. Svergun, Structural Analysis by Small Angle X-Ray and Neutron Scattering, Platinum Press, New York, NY, USA, 1987.
[28]
I. Pilz, O. Glatter, and O. Kratky, “Small-angle X-ray scattering,” Methods in Enzymology, vol. 61, pp. 148–249, 1979.
[29]
B. Chu and B. S. Hsiao, “Small-angle X-ray scattering of polymers,” Chemical Reviews, vol. 101, no. 6, pp. 1727–1761, 2001.
[30]
R. Bienert, F. Emmerling, and A. F. Thünemann, “The size distribution of 'gold standard' nanoparticles,” Analytical and Bioanalytical Chemistry, vol. 395, no. 6, pp. 1651–1660, 2009.
[31]
O. Glatter, “The interpretation of real-space information from small-angle scattering experiments,” Journal of Applied Crystallography, vol. 12, no. 2, pp. 166–175, 1979.
[32]
J. J. Müller, G. Damaschun, and G. Hübner, “Small angle X-ray scattering studies on the structure and symmetry of yeast pyruvate decarboxylase in solution,” Acta Biologica et Medica Germanica, vol. 38, no. 1, pp. 1–10, 1979.
[33]
S. Hansen, “Calculation of small-angle scattering profiles using Monte Carlo simulation,” Journal of Applied Crystallography, vol. 23, no. 4, pp. 344–346, 1990.
[34]
S. J. Henderson, “Monte Carlo modeling of small-angle scattering data from non-interacting homogeneous and heterogeneous particles in solution,” Biophysical Journal, vol. 70, no. 4, pp. 1618–1627, 1996.
[35]
B. C. McAlister and B. P. Grady, “Simulation of small-angle X-ray scattering from single-particle systems,” Journal of Applied Crystallography, vol. 31, no. 4, pp. 594–599, 1998.
[36]
H. B. Stuhrmann, “Ein neues Verfahren zur Bestimmung der Oberfl?chenform und der inneren Struktur von gel?sten globul?ren Proteinen aus R?ntgenkleinwinkelmessungen,” Zeitschrift für Physikalische Chemie, vol. 72, pp. 177–198, 1970.
[37]
A. R. Edmonds, Angular Momentum in Quantum Mechanics, Princton University Press, 1996.
[38]
D. I. Svergun and H. B. Stuhrmann, “New developments in direct shape determination from small-angle scattering. 1. Theory and model calculations,” Acta Crystallographica Section A, vol. 47, no. 6, pp. 736–744, 1991.
[39]
D. I. Svergun, V. V. Volkov, M. B. Kozin, and H. B. Stuhrmann, “New developments in direct shape determination from small-angle scattering. 2. Uniqueness,” Acta Crystallographica Section A, vol. 52, no. 3, pp. 419–426, 1996.
[40]
D. I. Svergun, V. V. Volkov, M. B. Kozin, H. B. Stuhrmann, C. Barberato, and M. H. J. Koch, “Shape determination from solution scattering of biopolymers,” Journal of Applied Crystallography, vol. 30, no. 5, pp. 798–802, 1997.
[41]
F. Spinozzi, F. Carsughi, and P. Mariani, “Particle shape reconstruction by small-angle scattering: integration of group theory and maximum entropy to multipole expansion method,” The Journal of Chemical Physics, vol. 109, no. 23, pp. 10148–10158, 1998.
[42]
V. L. Shneerson and D. K. Saldin, “Molecular shapes from small-angle X-ray scattering: extension of the theory to higher scattering angles,” Acta Crystallographica Section A, vol. 65, no. 2, pp. 128–134, 2009.
[43]
P. Chacón, F. Morán, J. F. Díaz, E. Pantos, and J. M. Andreu, “Low-resolution structures of proteins in solution retrieved from X-ray scattering with a genetic algorithm,” Biophysical Journal, vol. 74, no. 6, pp. 2760–2775, 1998.
[44]
D. I. Svergun, M. V. Petoukhov, and M. H. J. Koch, “Determination of domain structure of proteins from X-ray solution scattering,” Biophysical Journal, vol. 80, no. 6, pp. 2946–2953, 2001.
[45]
D. I. Svergun, “Mathematical methods in small-angle scattering data analysis,” Journal of Applied Crystallography, vol. 24, no. 5, pp. 485–492, 1991.
[46]
C. G. Shull and L. C. Roess, “X-ray scattering at small angles by finely-divided solids. I. General approximate theory and applications,” Journal of Applied Physics, vol. 18, no. 3, pp. 295–307, 1947.
[47]
P. B. Elkin, C. G. Shull, and L. C. Roess, “Silica-Alumina, gels,” Industrial & Engineering Chemistry, vol. 37, no. 4, pp. 327–331, 1945.
[48]
M. H. Jellinek and I. Fankuchen, “X-ray diffraction examination of Gamma alumina,” Industrial & Engineering Chemistry, vol. 37, no. 2, pp. 158–163, 1945.
[49]
A. L. Patterson, “The diffraction of X-rays by small crystalline particles,” Physical Review, vol. 56, no. 10, pp. 972–977, 1939.
[50]
L. C. Roess and C. G. Shull, “X-ray scattering at small angles by finely-divided solids. II. Exact theory for random distributions of spheroidal particles,” Journal of Applied Physics, vol. 18, no. 3, pp. 308–313, 1947.
[51]
P. Mittelbach and G. Porod, “Zur R?ntgenkleinwinkelstreuung kolloider Systeme: Die mittleren Durchschu?l?ngen und die Koh?renzl?nge eines kolloiden Systems; Kennzahlen zur Ermittlung von Teilchenform und Polydispersit?tsgrad,” Kolloid-Zeitschrift & Zeitschrift für Polymere, vol. 202, no. 1, pp. 40–49, 1965.
[52]
B. Sj?berg, “Small-angle X-ray investigation of the equilibria between copper(II) and glycyl-l-histidylglycine in water solution. A method for analysing polydispersed systems,” Journal of Applied Crystallography, vol. 7, no. 2, pp. 192–199, 1974.
[53]
P. Schmidt, “The small angle X-ray scattering from polydisperse solutions of ellipsoidal particles,” Acta Crystallographica, vol. 11, no. 10, pp. 674–676, 1958.
[54]
Y. Mori, M. Furukawa, T. Hayashi, and K. Nakamura, “Size distribution of gold nanoparticles used by small angle X-ray scattering,” Particulate Science and Technology, vol. 24, no. 1, pp. 97–103, 2006.
[55]
M. L. Lav?evi? and A. Turkovi?, “The measurements of particle/crystallite size in nanostructured TiO2 films by SAXS/WAXD method,” Scripta Materialia, vol. 46, no. 7, pp. 501–505, 2002.
[56]
L. C. Roess, “A simple method of obtaining a particle mass distribution by inverting the X-ray intensity scattered at small angles,” The Journal of Chemical Physics, vol. 14, no. 11, pp. 695–697, 1946.
[57]
J. Riseman, “Particle-size distribution from small-angle X-ray scattering,” Acta Crystallographica, vol. 5, no. 2, pp. 193–196, 1952.
[58]
V. Luzzati, “Sur deux problemes relatifs a la diffusion des rayons X aux petits angles: determination de la distribution des masses et correction du polychromatisme,” Acta Crystallographica, vol. 10, no. 1, pp. 33–34, 1957.
[59]
J. H. Letcher and P. W. Schmidt, “Small-angle X-ray scattering determination of particle-diameter distributions in polydisperse suspensions of spherical particles,” Journal of Applied Physics, vol. 37, no. 2, pp. 649–655, 1966.
[60]
O. L. Brill and P. W. Schmidt, “Small-angle X-ray-scattering determination of diameter distributions,” Journal of Applied Physics, vol. 39, no. 5, pp. 2274–2281, 1968.
[61]
O. L. Brill, C. G. Weil, and P. W. Schmidt, “Determination of particle-diameter distributions in silica and gold suspensions,” Journal of Colloid And Interface Science, vol. 27, no. 3, pp. 479–492, 1968.
[62]
G. Walter, R. Kranold, T. Gerber, J. Baldrian, and M. Steinhart, “Particle size distribution from small-angle X-ray scattering data,” Journal of Applied Crystallography, vol. 18, no. 4, pp. 205–213, 1985.
[63]
I. S. Fedorova and V. B. Emelyanov, “Solution of inverse problems of scattering in the Rayleigh-Debye approximation. II. Determination of diameter distribution functions of thin spherical shells,” Journal of Colloid and Interface Science, vol. 59, no. 1, pp. 106–112, 1977.
[64]
I. S. Fedorova, “Solution of inverse scattering problems in the Rayleigh-Debye approximation. I. Determination of the diameter distribution of assemblies of long cylinders,” Journal of Colloid and Interface Science, vol. 59, no. 1, pp. 98–105, 1977.
[65]
P. W. Schmidt, V. B. Emel'yanov, and I. S. Fedorova, “Solution of inverse scattering problems in the Rayleigh-Debye approximation. III. Calculation of the length distribution for assemblies of thin cylinders,” Journal of Colloid and Interface Science, vol. 67, no. 2, pp. 226–233, 1978.
[66]
P. W. Schmidt, I. S. Fedorova, and V. B. Emel'yanov, “Solution of inverse scattering problems in the Rayleigh-Debye approximation. IV. Calculation of the diameter distribution function for assemblies of thin circular discs,” Journal of Colloid and Interface Science, vol. 67, no. 2, pp. 234–239, 1978.
[67]
I. S. Fedorova, “Solution of inverse scattering problems in the Rayleigh-Debye approximation. V. Determination of the diameter distribution functions of helical structures,” Journal of Colloid and Interface Science, vol. 73, no. 1, pp. 208–211, 1980.
[68]
I. S. Fedorova and P. W. Schmidt, “A general analytical method for calculating particle-dimension distributions from scattering data,” Journal of Applied Crystallography, vol. 11, no. 5, pp. 405–411, 1978.
[69]
M. Mulato and I. Chambouleyron, “Small-angle X-ray and neutron scattering of polydisperse systems: determination of the scattering-particle-size distribution,” Journal of Applied Crystallography, vol. 29, no. 1, pp. 29–36, 1996.
[70]
M. Mulato, D. Tygel, and I. Chambouleyron, “On the retrieval of particle size distributions from small-angle scattering data: the influence of statistical data dispersion,” Journal of Applied Crystallography, vol. 31, no. 2, pp. 149–153, 1998.
[71]
R. W. Hendricks, J. Schelten, and W. Schmatz, “Studies of voids in neutron-irradiated aluminium single crystals: II. small-angle neutron scattering,” Philosophical Magazine, vol. 30, no. 4, pp. 819–837, 1974.
[72]
C. Vonk, “On two methods of determination of particle size distribution functions by means of small-angle X-ray scattering,” Journal of Applied Crystallography, vol. 9, no. 6, pp. 433–440, 1976.
[73]
A. N. Tichonov and Y. Arsenin, Solution of Ill Posed Problems, WH Winston, Washington, DC, USA, 1977.
[74]
O. Glatter, “Determination of particle-size distribution functions from small-angle scattering data by means of the indirect transformation method,” Journal of Applied Crystallography, vol. 13, no. 1, pp. 7–11, 1980.
[75]
D. I. Svergun, A. V. Semenyuk, and L. A. Feigin, “Small-angle-scattering-data treatment by the regularization method,” Acta Crystallographica Section A, vol. 44, no. 3, pp. 244–250, 1988.
[76]
H. G. Krauthaeuser, W. Heitmann, A. Kops, and G. Nimtz, “Small-angle X-ray scattering analysis of particle-size distributions of mesoscopic metallic systems with consideration of the particle form factor,” Journal of Applied Crystallography, vol. 27, no. 4, pp. 558–562, 1994.
[77]
P. Moore, “Small-angle scattering. Information content and error analysis,” Journal of Applied Crystallography, vol. 13, no. 2, pp. 168–175, 1980.
[78]
D. Tatchev and R. Kranold, “Maximum-entropy method as a routine tool for determination of particle size distributions by small-angle scattering,” Journal of Applied Crystallography, vol. 37, no. 1, pp. 32–39, 2004.
[79]
V. Goertz, N. Dingenouts, and H. Nirschl, “Comparison of nanometric particle size distributions as determined by SAXS, TEM and analytical ultracentrifuge,” Particle and Particle Systems Characterization, vol. 26, no. 1-2, pp. 17–24, 2009.
[80]
J. Skilling, Maximum Entropy and Bayesian Methods, Kluwer Academic Publisher, Dordrecht, The Netherlands, 1989.
[81]
J. A. Potton, G. J. Daniell, A. D. Eastop et al., “Ferrofluid particle size distributions from magnetisation and small angle neutron scattering data,” Journal of Magnetism and Magnetic Materials, vol. 39, no. 1-2, pp. 95–98, 1983.
[82]
S. Hansen and J. S. Pedersen, “Comparison of three different methods for analysing small-angle scattering data,” Journal of Applied Crystallography, vol. 24, no. 5, pp. 541–548, 1991.
[83]
S. Hansen, “Bayesian estimation of hyperparameters for indirect Fourier transformation in small-angle scattering,” Journal of Applied Crystallography, vol. 33, no. 6, pp. 1415–1421, 2000.
[84]
C. S. Tsao and T. L. Lin, “Analysis of small-angle scattering data from spherical particles by both the indirect transform method and the maximum-entropy method,” Journal of Applied Crystallography, vol. 30, no. 3, pp. 353–361, 1997.
[85]
T.-L. Lin and C.-S. Tsao, “The analysis of small-angle scattering data from polydisperse rodlike particles by indirect transform and maximum-entropy methods,” Journal of Applied Crystallography, vol. 29, no. 2, pp. 170–177, 1996.
[86]
P. R. Jemian and A. J. Allen, “The effect of the shape function on small-angle scattering analysis by the maximum-entropy method,” Journal of Applied Crystallography, vol. 27, no. 5, pp. 693–702, 1994.
[87]
H. G. Krauth?user, “Deducing material properties from indirect measurements,” Physica A, vol. 211, no. 2-3, pp. 317–326, 1994.
[88]
H. G. Krauth?user, W. Lennartz, and G. Nimtz, “Real-space distributions from small-angle scattering data: structure interference method versus indirect transformation method,” Journal of Applied Crystallography, vol. 29, no. 1, pp. 7–15, 1996.
[89]
S. Martelli and P. E. Di Nunzio, “Particle size distribution of nanospheres by Monte Carlo fitting of small angle X-ray scattering curves,” Particle & Particle Systems Characterization, vol. 19, no. 4, pp. 247–255, 2002.
[90]
P. E. Di Nunzio, S. Martelli, and R. R. Bitti, “Use of Monte Carlo methods in characterizing nanostructured materials by wide- and small-angle x-ray scattering,” Journal of Dispersion Science and Technology, vol. 25, no. 4, pp. 491–501, 2004.
[91]
P. E. Di Nunzio, S. Martelli, and R. Ricci Bitti, “A Monte Carlo estimate of crystallite-size and microstrain distribution functions from X-ray line broadening,” Journal of Applied Crystallography, vol. 28, no. 2, pp. 146–159, 1995.
[92]
B. R. Pauw, J. S. Pedersen, S. Tardif, M. Takatab, and B. B. Iversen, “Improvements and considerations for size distribution retrieval from small-angle scattering data by monte-carlo methods,” Journal of Applied Crystallography Short Communications, vol. 46, no. 2, pp. 365–371, 2012.
[93]
G. Tóth, “Simultaneous Monte Carlo determination of particle size distribution and pair-correlation function of spherical colloids from a diffraction experiment,” Langmuir, vol. 15, no. 20, pp. 6718–6723, 1999.
[94]
G. Tóth, “Monte Carlo determination of the radii and the pair-correlation function of spherical colloids,” Physica B, vol. 276-278, pp. 404–405, 2000.
[95]
J. Teixeira, “Small-angle scattering by fractal systems,” Journal of Applied Crystallography, vol. 21, no. 6, pp. 781–785, 1998.
[96]
N. K. Ailawadi, “Equilibrium theories of simple liquids,” Physics Reports, vol. 57, no. 4, pp. 241–306, 1980.
[97]
E. Kaler, “Small-angle scattering from colloidal dispersions,” Journal of Applied Crystallography, vol. 21, no. 6, pp. 729–736, 1988.
[98]
J. T. Schelten and W. Schmatz, “Multiple-scattering treatment for small-angle scattering problems,” Journal of Applied Crystallography, vol. 13, no. 4, pp. 385–390, 1980.
[99]
N. F. Berk and K. A. Hardman-Rhyne, “Analysis of SAS data dominated by multiple scattering,” Journal of Applied Crystallography, vol. 21, no. 6, pp. 645–651, 1998.
[100]
J. P. Hansen and I. R. McDonald, Theory of Simple Liquids, Elsevier Academic Press, London, UK, 2006.
[101]
L. Belloni, Interacting Monodispersed and Polydispersed Spheres, Elsvier, Amsterdam, The Netherlands, 1991.
[102]
R. J. Baxter, “Percus-Yevick equation for hard spheres with surface adhesion,” The Journal of Chemical Physics, vol. 49, no. 6, pp. 2770–2774, 1968.
[103]
E. J. W. Verwey and J. T. G. Overbeek, Theory of the Stability of Lyophobic Colloids, Courier Dover Publications, Mineola, NY, USA, 1999.
[104]
J. K. Percus and G. J. Yevick, “Analysis of classical statistical mechanics by means of collective coordinates,” Physical Review, vol. 110, no. 1, pp. 1–13, 1958.
[105]
J. B. Hayter and J. Penfold, “An analytic structure factor for macroion solutions,” Molecular Physics, vol. 42, no. 1, pp. 109–118, 1981.
[106]
B. Weyerich, J. Brunner-Popela, and O. Glatter, “Small-angle scattering of interacting particles. II. Generalized indirect Fourier transformation under consideration of the effective structure factor for polydisperse systems,” Journal of Applied Crystallography, vol. 32, no. 2, pp. 197–209, 1999.
[107]
L. Blum and G. Stell, “Polydisperse systems. I. Scattering function for polydisperse fluids of hard or permeable spheres,” The Journal of Chemical Physics, vol. 71, no. 1, pp. 42–46, 1979.
[108]
C. Robertus, W. H. Philipse, J. G. H. Joosten, and Y. K. Levine, “Solution of the Percus-Yevick approximation of the multicomponent adhesive spheres system applied to the small angle X-ray scattering from microemulsions,” The Journal of Chemical Physics, vol. 90, no. 8, pp. 4482–4490, 1989.
[109]
L. Blum, “Solution of the Ornstein-Zernike equation for a mixture of hard ions and Yukawa closure,” Journal of Statistical Physics, vol. 22, no. 6, pp. 661–672, 1980.
[110]
M. Kotlarchyk and S.-H. Chen, “Analysis of small angle neutron scattering spectra from polydisperse interacting colloids,” The Journal of Chemical Physics, vol. 79, no. 5, pp. 2461–2469, 1983.
[111]
J. S. Pedersen, “Determination of size distributions from small-angle scattering data for systems with effective hard-sphere interactions,” Journal of Applied Crystallography, vol. 27, no. 4, pp. 595–608, 1994.
[112]
S. Hansen, “Monte Carlo estimation of the structure factor for hard bodies in small-angle scattering,” Journal of Applied Crystallography, vol. 45, no. 3, pp. 381–388, 2012.
[113]
S. Hansen, “The structure factor in small-angle scattering and the effect of deviation from spherical symmetry,” Journal of Applied Crystallography, vol. 44, no. 2, pp. 265–271, 2011.
[114]
J. Brunner-Popela and O. Glatter, “Small-angle scattering of interacting particles. I. Basic principles of a global evaluation technique,” Journal of Applied Crystallography, vol. 30, no. 4, pp. 431–442, 1997.
[115]
H. M. A. Ehmann, S. Spirk, A. Doliska et al., “Generalized indirect Fourier transformation as a valuable tool for the structural characterization of aqueous nanocrystalline cellulose suspensions by small angle X-ray scattering,” Langmuir, vol. 29, no. 11, pp. 3740–3748, 2013.
[116]
J. Brunner-Popela, R. Mittelbach, R. Strey, K.-V. Schubert, E. W. Kaler, and O. Glatter, “Small-angle scattering of interacting particles. III. D2O-C12E5 mixtures and microemulsions with n-octane,” The Journal of Chemical Physics, vol. 110, no. 21, pp. 10623–10632, 1999.
[117]
N. Lutterbach, H. Versmold, V. Reus, L. Belloni, and T. Zemb, “Charge-stabilized liquidlike ordered binary colloidal suspensions. 1. Ultra-small-angle X-ray scattering characterization,” Langmuir, vol. 15, no. 2, pp. 337–344, 1999.
[118]
G.-W. Lee, K. S. Jin, J. Kim et al., “Small angle X-ray scattering studies on structures of alkylthiol stabilized-silver nanoparticles in solution,” Applied Physics A, vol. 91, no. 4, pp. 657–661, 2008.