Vacancy-controlled superconductivity in rock-salt carbides: towards predictive modelling of real-world superconductors

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.

Authors

Institutions

Publication Details

Journal
npj Computational Materials
Published
2026-02-04
DOI
https://doi.org/10.1038/s41524-025-01943-5
Primary Topic
Inorganic Chemistry and Materials
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Vacancy-controlled superconductivity in rock-salt carbides: towards predictive modelling of real-world superconductors

Simone Di Cataldo, William Cursio, Lilia Boeri
npj Computational Materials
Inorganic Chemistry and Materials
article

Vacancy-controlled superconductivity in rock-salt carbides: towards predictive modelling of real-world superconductors

Simone Di Cataldo, William Cursio, Lilia Boeri
article en

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.

npj Computational MaterialsVol. 12(1)
Leibniz Institute for Solid State and Materials Research (DE), Sapienza University of Rome (IT)
European Commission, Ministero dell’Istruzione, dell’Università e della Ricerca
Openalex Percentile: Top 67%
Inorganic Chemistry and Materials
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Vacancy-controlled superconductivity in rock-salt carbides: towards predictive modelling of real-world superconductors — Simone Di Cataldo, William Cursio, et al. · npj Computational Materials (2026) | TGRS Research Map | TGRS