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Machine-Learning-Enabled Comparative Modelling of the Creep Behaviour of Unreinforced PBT and Short-Fibre Reinforced PBT Using Prony and Fractional Derivative Models

This study presents an approach based on data-driven methods for determining the parameters needed to model time-dependent material behaviour. The time-dependent behaviour of the thermoplastic polymer polybutylene terephthalate is investigated. The material was examined under two conditions, one wit...

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Principais autores: Eduard Klatt, Bernd Zimmering, Oliver Niggemann, Natalie Rauter
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-08-01
Serier:Applied Mechanics
Fag:
short fiber-reinforced composite
viscoelasticity
FDE solver
Prony series
fractional derivative
tensile creep test
Online adgang:https://www.mdpi.com/2673-3161/6/3/60
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