Constitutive behavior and failure prediction of crosslinked polymers exposed to concurrent fatigue and thermal aging: a reduced-order knowledge-driven machine-learned model-Reference-Cited by-同舟云学术

Constitutive behavior and failure prediction of crosslinked polymers exposed to concurrent fatigue and thermal aging: a reduced-order knowledge-driven machine-learned model

Published:2023-12-22 Issue:12 Volume:59 Page:5066-5084
ISSN:0022-2461
Container-title:Journal of Materials Science
language:en
Short-container-title:J Mater Sci

Author:

Ghaderi Aref,Ayoub Georges,Dargazany Roozbeh^ORCID

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s10853-023-09131-w.pdf

Reference62 articles.

1. Mars W, Fatemi A (2003) A phenomenological model for the effect of r ratio on fatigue of strain crystallizing rubbers. Rubber Chem Technol 76:1241–1258

2. Lamnii H, Abdelaziz MN, Ayoub G, Colin X, Maschke U (2021) Experimental investigation and modeling attempt on the effects of ultraviolet aging on the fatigue behavior of an ldpe semi-crystalline polymer. Int J Fatigue 142:105952

3. Abdelkader D, Mostefa B, Abdelkrim A, Abderrahim T, Noureddine B, Mohamed B (2015) Fatigue life prediction and damage modelling of high-density polyethylene under constant and two-block loading. Proc Eng 101:2–9

4. Fayolle B, Richaud E, Colin X, Verdu J (2008) Degradation-induced embrittlement in semi-crystalline polymers having their amorphous phase in rubbery state. J Mater Sci 43:6999–7012

5. Karapiperis K, Stainier L, Ortiz M, Andrade J (2021) Data-driven multiscale modeling in mechanics. J Mech Phys Solids 147:104239

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