2024
DOI: 10.1002/adem.202400575
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Improved Prediction for Nonlinear Thermal History of Mg Alloy Subjected to Multiple Electropulses

Jinyeong Yu,
Seho Cheon,
Seong Ho Lee
et al.

Abstract: The repeated rapid heating and nonlinear cooling associated with electropulsing treatment (EPT) hinder the accurate modeling of temperature variations based on a constitutive approach using physical models. This objective is not attainable through conventional machine learning (ML) approaches as well, such as artificial neural network (ANN) and long short‐term memory (LSTM). The present study investigates the intricate nonlinear thermal history of Mg alloys induced by EPT to improve a predictive model under mu… Show more

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