Evidence map›Paper›PMID 42590334›Full record

ArticleMaterials (Basel, Switzerland)2026

The KWW Relaxation Spectrum Determination Using the Post-Widder Inversion Formula.

Anna Stankiewicz

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

1 author.

Anna StankiewiczDepartment of Technology Fundamentals, Faculty of Production Engineering, University of Life Sciences in Lublin, 20-612 Lublin, Poland.ORCID 0000-0002-0715-7225

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The problem of recovering the relaxation spectrum of the process described by the stretched exponential Kohlrausch-Williams-Watts (KWW) model is considered using the Post-Widder Laplace transform inversion rule. Based on the specific properties of the stretched exponential function, an analytical formula was derived that describes an arbitrarily high-order Post-Widder approximation of the spectrum directly in terms of the relaxation modulus, without any-neither analytical nor numerical-differentiation of the modulus as a product of finite power series of the relaxation times and the relaxation modulus. An alternative recurrence formula defining a sequence of the Post-Widder approximate models of the relaxation spectrum was developed. The positive definiteness, multiple differentiability, and zero asymptotic properties of the spectrum model are demonstrated; its extreme properties are discussed, and a sensitivity analysis with respect to the model parameters is conducted. The developed algorithm ensures fast convergence of the generated model sequence by applying a simple adaptive rule to select subsequent model orders, which relates them to the discrepancy between successive models and results in high-order models in at most a dozen iterations. Detailed numerical studies performed for nine values of the stretching exponent for KWW spectra covering relaxation times from 3 to 41 decades show that the proposed approach allows for generating an excellent approximation of the KWW spectrum by using only the relaxation modulus values in simple algebraic calculations.

Indexed as

Kohlrausch–Williams–Watts (KWW) modellinear relaxation modulusPost–Widder inverse formularelaxation time spectrumviscoelasticity

Identifiers

PMID42590334
PMCPMC13467595

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.