Physics – Condensed Matter – Statistical Mechanics
Scientific paper
2000-05-22
Physics
Condensed Matter
Statistical Mechanics
10 pages, 2 figures (included), Revtex 3.0, requires epsfig style to appear in Phys. Rev. E (August 2000)
Scientific paper
10.1103/PhysRevE.62.1716
A novel algorithm is envisaged to extract the coupling parameters of the Kardar-Parisi-Zhang (KPZ) equation from experimental data. The method hinges on the Fokker-Planck equation combined with a classical least-square error procedure. It takes properly into account the fluctuations of surface height through a deterministic equation for space correlations. We apply it to the 1+1 KPZ equation and carefully compare its results with those obtained by previous investigations. Unlike previous approaches, our method does not require large sizes and is stable under a modification of sampling time of observations. Shortcomings associated to standard discretizations of the continuous KPZ equation are also pointed out and possible future perspectives are finally analyzed.
Giacometti Achille
Rossi Maurice
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