Abstract
We study the tail of p(U), the probability distribution of U = | ψ ( 0 , L ) | 2 , for ln U > > 1 , ψ ( x , z ) being the solution to ∂ z ψ − i 2 m ∇ ⊥ 2 ψ = g | S | 2 ψ , where S ( x , z ) is a complex Gaussian random field, z and x respectively are the axial and transverse coordinates, with 0 ⩽ z ⩽ L , and both m ≠ 0 and g > 0 are real parameters. We perform the first instanton analysis of the corresponding Martin-Siggia-Rose action, from which it is found that the realizations of S concentrate onto long filamentary instantons, as ln U → + ∞ . The tail of p(U) is deduced from the statistics of the instantons. The value of g above which ⟨ U ⟩ diverges coincides with the one obtained by the completely different approach developed in Mounaix et al (2006 Commun. Math. Phys. 264 741). Numerical simulations clearly show a statistical bias of S towards the instanton for the largest sampled values of ln U . The high maxima—or ‘hot spots’—of | S ( x , z ) | 2 for the biased realizations of S tend to cluster in the instanton region.
| Original language | English |
|---|---|
| Article number | 305001 |
| Journal | Journal of Physics A: Mathematical and Theoretical |
| Volume | 56 |
| Issue number | 30 |
| DOIs | |
| Publication status | Published - 28 Jul 2023 |
Keywords
- extreme event statistics
- instanton analysis
- laser-plasma interactions
- stochastic partial differential equations
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