Autor: |
Hoffmann, Noah, Cerqueira, Tiago F. T., Borlido, Pedro, Sanna, Antonio, Schmidt, Jonathan, Marques, Miguel A. L. |
Předmět: |
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Zdroj: |
NPJ Computational Materials; 8/9/2023, Vol. 9 Issue 1, p1-9, 9p |
Abstrakt: |
Heusler compounds attract a great deal of attention from researchers thanks to a wealth of interesting properties, among which is superconductivity. Here we perform an extensive study of the superconducting and elastic properties of the cubic (full-)Heusler family using a mixture of ab initio methods, as well as interpretable and predictive machine-learning models. By analyzing the statistical distributions of these properties and comparing them to anti-perovskites, we recognize universal behaviors that should be common to all conventional superconductors while others turn out to be specific to the material family. In total, we discover a total of eight hypothetical materials with critical temperatures above 10 K to be compared with the current record of Tc = 4.7 K in this family. Furthermore, we expect most of these materials to be highly ductile, making them potential candidates for the manufacture of wires and tapes for superconducting magnets. [ABSTRACT FROM AUTHOR] |
Databáze: |
Complementary Index |
Externí odkaz: |
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