Influence of modelling phase transformations with the use of LSTM network on the accuracy of computations of residual stresses for the hardening process

Influence of modelling phase transformations with the use of LSTM network on the accuracy of computations of residual stresses for the hardening process

Replacing mathematical models with artificial intelligence tools can play an important role in numerical models. This paper analyses the modeling of the hardening process in terms of temperature, phase transformations in the solid state and stresses in the elastic-plastic range. Currently, the use o...

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Bibliographic Details
Main Authors: Joanna Wróbel, Adam Kulawik
Format: Article
Language:English
Published: Polish Academy of Sciences 2023-06-01
Series:Bulletin of the Polish Academy of Sciences: Technical Sciences
Subjects:
rnn network
hardening process
temperature
phase transformations in the solid state
effective stresses
numerical modelling
Online Access:https://journals.pan.pl/Content/127418/PDF/BPASTS_2023_71_4_3497.pdf

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https://journals.pan.pl/Content/127418/PDF/BPASTS_2023_71_4_3497.pdf

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