Vacancy-controlled superconductivity in rock-salt carbides: towards predictive modelling of real-world superconductors
Abstract
Abstract We critically reexamine the superconducting properties of rock-salt transition-metal carbides (TMCs), often regarded as textbook conventional superconductors, combining first-principles electron-phonon calculations with variable-composition evolutionary structure prediction. Studying superconducting trends across the entire transition-metal series, we find that, when the rock-salt stoichiometric phase is dynamically or thermodynamically unstable, carbon-vacant structures identified through unbiased structure prediction permit to reconcile theoretical calculations with experimental trends. Our integrated use of structure prediction and electron-phonon calculations defines a general framework for realistic modeling of superconductors shaped by non-equilibrium synthesis routes and defect tolerance.
Fields of Study & Subjects
Inorganic Chemistry and Materials
Machine Learning in Materials Science
Superconductivity in MgB2 and Alloys
Publication details
- Journal / source
- npj Computational Materials
- Publisher
- Springer Science and Business Media LLC
- Volume
- 12
- Issue
- 1
- Publication date
- 4 February 2026
- Language
- EN