2014
DOI: 10.1007/s11661-014-2639-9
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Prediction of Thermodynamic Equilibrium Temperature of Cu-Based Shape-Memory Smart Materials

Abstract: 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 res… Show more

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Cited by 10 publications
(3 citation statements)
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“…conducted a first principle investigation to determine the thermodynamic properties of solid transition metal‐based species 19 . The prediction model for calculating the thermodynamic equilibrium temperature of copper‐based shape‐memory smart materials was demonstrated by Eskİl et al 20 . While these studies have contributed significantly to the understanding of thermodynamic properties in specific contexts, our research builds upon these foundations by investigating a broader spectrum of copper‐based species.…”
Section: Introductionmentioning
confidence: 99%
“…conducted a first principle investigation to determine the thermodynamic properties of solid transition metal‐based species 19 . The prediction model for calculating the thermodynamic equilibrium temperature of copper‐based shape‐memory smart materials was demonstrated by Eskİl et al 20 . While these studies have contributed significantly to the understanding of thermodynamic properties in specific contexts, our research builds upon these foundations by investigating a broader spectrum of copper‐based species.…”
Section: Introductionmentioning
confidence: 99%
“…The SMA's are a very valuable issue for the Research & Development area. Considering the advantages and convenience of intelligent materials, it is a bright field of materials that many industries in the manufacturing and the business world will not spare their investments and supports (Eskil et al, 2015). SMA's have a certain high temperature phase and low temperature phase according to their element proportion that they contain.…”
Section: Introductionmentioning
confidence: 99%
“…Within these elements, manganese element alloying provides the highest damping and ductility [9]. A small change in the chemical composition affects the martensitic transformation temperatures very significantly [10,11]. Therefore, the proportions of the elements in the alloy are very important.…”
Section: Introductionmentioning
confidence: 99%