R. Behjatmanesh-ardakani and M. Nikfetrat, Study of Winsor I to Winsor II Transitions in a Lattice Model, The Journal of Physical Chemistry B, vol.111, issue.25, pp.7169-7175, 2007.
DOI : 10.1021/jp070752g

P. J. Hoogerbrugge and J. M. Koelman, Simulating Microscopic Hydrodynamic Phenomena with Dissipative Particle Dynamics, Europhysics Letters (EPL), vol.19, issue.3, pp.155-160, 1992.
DOI : 10.1209/0295-5075/19/3/001

R. D. Groot and P. B. Warren, Dissipative particle dynamics: Bridging the gap between atomistic and mesoscopic simulation, The Journal of Chemical Physics, vol.107, issue.11, pp.4423-4435, 1997.
DOI : 10.1063/1.474784

L. Rekvig and D. Frenkel, Molecular simulations of droplet coalescence in oil/water/surfactant systems, The Journal of Chemical Physics, vol.127, issue.13, 2007.
DOI : 10.1063/1.2780865

R. Pool and P. G. Bolhuis, Can purely repulsive soft potentials predict micelle formation correctly?, Phys. Chem. Chem. Phys., vol.109, issue.8, pp.941-948, 2006.
DOI : 10.1039/B512960E

Z. L. Li and E. E. Dormidontova, Kinetics of Diblock Copolymer Micellization by Dissipative Particle Dynamics, Macromolecules, vol.43, issue.7, pp.3521-3531, 2010.
DOI : 10.1021/ma902860j

V. V. Ginzburg, K. Chang, P. K. Jog, A. B. Argenton, and L. Rakesh, Modeling the Interfacial Tension in Oil???Water???Nonionic Surfactant Mixtures Using Dissipative Particle Dynamics and Self-Consistent Field Theory, The Journal of Physical Chemistry B, vol.115, issue.16, pp.4654-4661, 2011.
DOI : 10.1021/jp109234u

Y. M. Li, Y. Y. Guo, M. T. Bao, and X. L. Gao, Investigation of interfacial and structural properties of CTAB at the oil/water interface using dissipative particle dynamics simulations, Journal of Colloid and Interface Science, vol.361, issue.2, pp.573-580, 2011.
DOI : 10.1016/j.jcis.2011.05.078

Y. M. Li, G. Y. Xu, Y. J. Chen, Y. Luan, and S. L. Yuan, Computer simulations of surfactants and surfactant/polymer assemblies, Computational Materials Science, vol.36, issue.4, pp.386-396, 2006.
DOI : 10.1016/j.commatsci.2005.05.007

S. Jury, P. Bladon, M. Cates, S. Krishna, M. Hagen et al., Simulation of amphiphilic mesophases using dissipative particle dynamics, Physical Chemistry Chemical Physics, vol.1, issue.9, pp.2051-2056, 1999.
DOI : 10.1039/a809824g

E. Ryjkina, H. Kuhn, H. Rehage, F. Muller, and J. Peggau, Molecular Dynamic Computer Simulations of Phase Behavior of Non-Ionic Surfactants, Angewandte Chemie International Edition, vol.277, issue.6, pp.983-986, 2002.
DOI : 10.1002/1521-3773(20020315)41:6<983::AID-ANIE983>3.0.CO;2-Y

C. J. Yang, X. Chen, H. Y. Qiu, W. C. Zhuang, Y. C. Chai et al., Dissipative Particle Dynamics Simulation of Phase Behavior of Aerosol OT/Water System, The Journal of Physical Chemistry B, vol.110, issue.43, pp.21735-21740, 2006.
DOI : 10.1021/jp0623692

G. Illya, R. Lipowsky, and J. C. Shillcock, Two-component membrane material properties and domain formation from dissipative particle dynamics, The Journal of Chemical Physics, vol.125, issue.11, 2006.
DOI : 10.1063/1.2353114

J. C. Shillcock and R. Lipowsky, The computational route from bilayer membranes to vesicle fusion, Journal of Physics: Condensed Matter, vol.18, issue.28, pp.1191-1219, 2006.
DOI : 10.1088/0953-8984/18/28/S06

R. D. Groot, Electrostatic interactions in dissipative particle dynamics???simulation of polyelectrolytes and anionic surfactants, The Journal of Chemical Physics, vol.118, issue.24, p.11265, 2003.
DOI : 10.1063/1.1574800

M. Gonzalez-melchor, E. Mayoral, M. E. Velazquez, and J. Alejandre, Electrostatic interactions in dissipative particle dynamics using the Ewald sums, The Journal of Chemical Physics, vol.125, issue.22, p.224107, 2006.
DOI : 10.1063/1.2400223

C. Ibergay, P. Malfreyt, and D. J. Tildesley, Electrostatic Interactions in Dissipative Particle Dynamics: Toward a Mesoscale Modeling of the Polyelectrolyte Brushes, Journal of Chemical Theory and Computation, vol.5, issue.12, pp.3245-3259, 2009.
DOI : 10.1021/ct900296s

URL : https://hal.archives-ouvertes.fr/hal-00477683

C. Ibergay, P. Malfreyt, and D. J. Tildesley, Mesoscale Modeling of Polyelectrolyte Brushes with Salt, The Journal of Physical Chemistry B, vol.114, issue.21, pp.7274-7285, 2010.
DOI : 10.1021/jp9115832

URL : https://hal.archives-ouvertes.fr/hal-00477685

A. Tropsha, Best Practices for QSAR Model Development, Validation, and Exploitation, Molecular Informatics, vol.22, issue.6-7, pp.476-488, 2010.
DOI : 10.1002/minf.201000061

N. Chirico and P. Gramatica, Real External Predictivity of QSAR Models: How To Evaluate It? Comparison of Different Validation Criteria and Proposal of Using the Concordance Correlation Coefficient, Journal of Chemical Information and Modeling, vol.51, issue.9, pp.2320-2335, 2011.
DOI : 10.1021/ci200211n

J. Hu, X. Zhang, and Z. Wang, A Review on Progress in QSPR Studies for Surfactants, International Journal of Molecular Sciences, vol.11, issue.3, pp.1020-1047, 2010.
DOI : 10.3390/ijms11031020

M. J. Rosen, The relationship of structure to properties in surfactants. IV. Effectiveness in surface or interfacial tension reduction, Journal of Colloid and Interface Science, vol.56, issue.2, pp.320-327, 1976.
DOI : 10.1016/0021-9797(76)90257-5

P. Becher, Hydrophile-Lipopb.ile Balance: History and Recent Developments Langmnir Lecture - 1983, Journal of Dispersion Science and Technology, vol.5, issue.1, pp.81-96, 1984.
DOI : 10.1080/01932698408943210

J. C. Ravey, A. Gherbi, and M. J. Stébé, Comparative study of fluorinated and hydrogenated nonionic surfactants. I. Surface activity properties and critical concentrations, Prog. Colloid Polym. Sci, vol.76, pp.234-241, 1988.
DOI : 10.1007/BFb0114199

P. D. Huibers, V. S. Lobanov, A. R. Katritzky, D. O. Shah, and M. Karelson, Prediction of Critical Micelle Concentration Using a Quantitative Structure???Property Relationship Approach. 1. Nonionic Surfactants, Langmuir, vol.12, issue.6, pp.1462-1470, 1996.
DOI : 10.1021/la950581j

P. D. Huibers, V. S. Lobanov, A. R. Katritzky, D. O. Shah, and M. Karelson, Prediction of Critical Micelle Concentration Using a Quantitative Structure???Property Relationship Approach, Journal of Colloid and Interface Science, vol.187, issue.1, pp.113-120, 1997.
DOI : 10.1006/jcis.1996.4680

N. Anoune, M. Nouiri, Y. Berrah, J. Gauvrit, and P. Lanteri, Critical micelle concentrations of different classes of surfactants: A quantitative structure property relationship study, Journal of Surfactants and Detergents, vol.2, issue.1, pp.45-53, 2002.
DOI : 10.1007/s11743-002-0204-2

Z. Wang, J. Feng, H. Wang, Z. Cui, and G. Li, Effectiveness of Surface Tension Reduction by Nonionic Surfactants with Quantitative Structure???Property Relationship Approach, Journal of Dispersion Science and Technology, vol.60, issue.4, pp.441-447, 2005.
DOI : 10.1081/DIS-120023810

M. F. Fini, S. Riahi, and A. Bahramian, Experimental and QSPR Studies on the Effect of Ionic Surfactants on n-Decane???Water Interfacial Tension, Journal of Surfactants and Detergents, vol.64, issue.4, pp.477-484, 2012.
DOI : 10.1007/s11743-012-1330-7

D. E. Needham, I. Wei, . Chien, and P. G. Seybold, Molecular modeling of the physical properties of alkanes, Journal of the American Chemical Society, vol.110, issue.13, pp.4186-4194, 1988.
DOI : 10.1021/ja00221a015

D. T. Stanton and P. C. Jurs, Development and use of charged partial surface area structural descriptors in computer-assisted quantitative structure-property relationship studies, Analytical Chemistry, vol.62, issue.21, pp.2323-2329, 1990.
DOI : 10.1021/ac00220a013

D. T. Stanton and P. C. Jurs, Computer-assisted study of the relationship between molecular structure and surface tension of organic compounds, Journal of Chemical Information and Modeling, vol.32, issue.1, pp.109-115, 1992.
DOI : 10.1021/ci00005a018

S. Liu, S. Cai, C. Cao, and Z. Li, Molecular Electronegative Distance Vector (MEDV) Related to 15 Properties of Alkanes, Journal of Chemical Information and Computer Sciences, vol.40, issue.6, pp.1337-1348, 2000.
DOI : 10.1021/ci0003247

G. W. Kauffman and P. C. Jurs, Prediction of Surface Tension, Viscosity, and Thermal Conductivity for Common Organic Solvents Using Quantitative Structure???Property Relationships, Journal of Chemical Information and Computer Sciences, vol.41, issue.2, pp.408-418, 2001.
DOI : 10.1021/ci000139t

M. Shamsipur, R. Ghavami, B. Hemmateenejad, and H. Sharghi, Highly Correlating Distance-Connectivity-Based Topological Indices. 2: Prediction of 15 Properties of a Large Set of Alkanes Using a Stepwise Factor Selection-Based PCR Analysis, QSAR & Combinatorial Science, vol.30, issue.9, pp.734-753, 2004.
DOI : 10.1002/qsar.200430894

D. Richon, Use of artificial neural network-group contribution method to determine surface tension of pure compounds, J. Chem. Eng. Data, vol.56, pp.2587-2601, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00614245

F. Gharagheizi, A. Eslamimanesh, B. Tirandazi, A. H. Mohammadi, and D. Richon, Handling a very large data set for determination of surface tension of chemical compounds using Quantitative Structure???Property Relationship strategy, Chemical Engineering Science, vol.66, issue.21, pp.4991-5023, 2011.
DOI : 10.1016/j.ces.2011.06.052

URL : https://hal.archives-ouvertes.fr/hal-00651404

J. T. Davies, A quantitative kinetic theory of emulsion type. I. Physical chemistry of the emulsifying agent, Proc. 2nd Int. Congr. Surface Activity, pp.426-438, 1957.

I. J. Lin and L. Marszall, CMC, HLB, and effective chain length of surface-active anionic and cationic substances containing oxyethylene groups, Journal of Colloid and Interface Science, vol.57, issue.1, pp.85-93, 1976.
DOI : 10.1016/0021-9797(76)90178-8

X. Guo, Z. Rong, and X. Ying, Calculation of hydrophile???lipophile balance for polyethoxylated surfactants by group contribution method, Journal of Colloid and Interface Science, vol.298, issue.1, pp.441-450, 2006.
DOI : 10.1016/j.jcis.2005.12.009

M. Chen, Z. Wang, G. Zhang, and W. Wang, Prediction on hydrophile-lipophile balance values of anionic surfactants with QSPR method, Acta Chim, Sinica, vol.65, pp.1265-1272, 2007.

M. Chen, Z. Wang, and H. Duan, QSPR for HLB Values of Nonionic Surfactants Using Two Simple Descriptors, Journal of Dispersion Science and Technology, vol.12, issue.10, pp.1481-1485, 2009.
DOI : 10.1080/01932690903123338

E. A. Gad and K. S. Khairou, QSPR for HLB of Nonionic Surfactants Based on Polyoxyethylene Group, Journal of Dispersion Science and Technology, vol.29, issue.7, pp.940-947, 2008.
DOI : 10.1021/cr60274a001