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arXiv · 1802.02106

High-precision simulation of the height distribution for the KPZ equation

Alexander K. Hartmann·Pierre Le Doussal·Satya N. Majumdar·Alberto Rosso·Gregory Schehr
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Abstract

The one-point distribution of the height for the continuum Kardar-Parisi-Zhang (KPZ) equation is determined numerically using the mapping to the directed polymer in a random potential at high temperature. Using an importance sampling approach, the distribution is obtained over a large range of values, down to a probability density as small as 10^{-1000} in the tails. Both short and long times are investigated and compared with recent analytical predictions for the large-deviation forms of the probability of rare fluctuations. At short times the agreement with the analytical expression is spectacular. We observe that the far left and right tails, with exponents 5/2 and 3/2 respectively, are preserved until large time. We present some evidence for the predicted non-trivial crossover in the left tail from the 5/2 tail exponent to the cubic tail of Tracy-Widom, although the details of the full scaling form remains beyond reach.

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Alexander K. Hartmann, Pierre Le Doussal, Satya N. Majumdar, Alberto Rosso, Gregory Schehr. 2018-02-06. High-precision simulation of the height distribution for the KPZ equation. https://doi.org/10.1209/0295-5075/121/67004

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