Prediction of thermodynamic equilibrium temperature of Cu-based shape-memory smart materials
Yükleniyor...
Dosyalar
Tarih
2015
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
The thermodynamic equilibrium temperature (T (0)) is an important factor in the austenite and martensitic phases. In this study, the effects of alloying elements and heat treatments on T (0) temperature were investigated using Genetic Programming (GP) which has become one of the tools used in the study of condensed matter. Due to the changes in T (0), it is possible to analyze the changes in the entropy of the phase transitions. The data patterns of the GP formulation are based on well-established experimental results from the literature. The results of the GP-based formulation were compared with experimental results and found to be reliable with a very high correlation (R (2) = 0.965 for training and R (2) = 0.952 for testing).
Açıklama
Anahtar Kelimeler
Kaynak
Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science
WoS Q Değeri
N/A
Scopus Q Değeri
Q1
Cilt
46A
Sayı
1
