A new method for numerical inversion of the Laplace transform
Bruno Huepper, Eli Pollak
Abstract
A formula of Doetsch ( Math. Zeitschr. 42, 263 (1937)) is generalized and used to numerically invert the one-sided Laplace transform C(β). The necessary input is only the values of C(β) on the positive real axis. The method is applicable provided that the functions C(β) belong to the function space L2α defined by the condition that G(x) = exαC(ex),~ α> 0 has to be square integrable. This space includes sums of exponential decays C(β)=Σn∞an e-βEn, e.g. partition functions with an = 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.
Create a lesson
Related papers
Transient Supercriticality in Hawkes Processes: Detection, Identifiability, and Apparent Criticality
D. Sornette
Near-exact Upper Confidence Limits for Axion Haloscopes
Andrea Gallo Rosso, Jan Conrad
Track finding and particle identification performance with particle physics foundation models
Shuhang Li, Haiwang Yu, Gabor Galgoczi et al.
Accelerating fits in high-energy physics and beyond
Amr Elmarassy, Sebastian Schmitt, Eluned Smith
Sorted Mutability as an Entropic Functional: Theory and Two Applications
Michel Aguilera, Eugenio E. Vogel, Francisco J. Peña et al.
Data geometry preserves prediction but reshapes explanation
Nicola Amoroso, Mario Caruso, Marianna La Rocca et al.