English

A new method for numerical inversion of the Laplace transform

Data Analysis, Statistics and Probability 2009-10-31 v1 Computational Physics

Abstract

A formula of Doetsch ({\em Math. Zeitschr.} {\bf 42}, 263 (1937)) is generalized and used to numerically invert the one-sided Laplace transform C^(β){\hat C}(\beta). The necessary input is only the values of C^(β){\hat C}(\beta) on the positive real axis. The method is applicable provided that the functions C^(β)\hat{C}(\beta) belong to the function space Lα2L^2_\alpha defined by the condition that G(x)=exαC^(ex), α>0 G(x) = e^{x\alpha}\hat{C}(e^x),~ \alpha > 0 has to be square integrable. This space includes sums of exponential decays C^(β)=naneβEn{\hat C}(\beta)=\sum_n^{\infty}a_n e^{-\beta E_n}, e.g. partition functions with an=1a_n = 1. In practice, the inversion algorithm consists of two subsequent fast Fourier transforms. High accuracy inverted data can be obtained, provided that the signal is also highly accurate. The method is demonstrated for a harmonic partition function and resonant transmission through a barrier. We find accurately inverted functions even in the presence of noise.

Cite

@article{arxiv.physics/9807051,
  title  = {A new method for numerical inversion of the Laplace transform},
  author = {Bruno Huepper and Eli Pollak},
  journal= {arXiv preprint arXiv:physics/9807051},
  year   = {2009}
}

Comments

13 figures