aiqbench analysis
This research addresses unphysical divergences in superconducting qubit transition rates by leveraging the proximity effect between films with asymmetric energy gaps. By deriving analytical approximations for the density of states, the study provides a method to smooth discontinuities in qubit frequency shifts, which is critical for stabilizing quantum hardware near resonance conditions. These findings offer theoretical tools that could directly improve the design and performance of superconducting quantum processors and detectors.
Proximity effect in gap-asymmetric superconducting bilayers and regularization of transition rates
arXiv:2512.17765v2 Announce Type: replace-cross Abstract: The standard mean-field treatment of low-temperature superconductors leads to a square-root divergent density of states at the gap value. This feature can lead to unphysical logarithmic divergences in various quantities, such as currents and qubit transition rates. We revisit their possible regularization based on the proximity effect between two superconducting films with different gaps. We derive analytical approximations for the density of states in each superconducting film. We find that the smearing of the density of states grows with the gap asymmetry. As a concrete example, we discuss the regularization of transition rates in qubits with frequency close to resonance with the gap asymmetry between the two films, and the consequent smoothening of the jump discontinuity in the qubit frequency shift. Our results could also aid the development of superconducting detectors and related devices based on superconducting bilayers.
Abstract:The standard mean-field treatment of low-temperature superconductors leads to a square-root divergent density of states at the gap value. This feature can lead to unphysical logarithmic divergences in various quantities, such as currents and qubit transition rates. We revisit their possible regularization based on the proximity effect between two superconducting films with different gaps. We derive analytical approximations for the density of states in each superconducting film. We find that the smearing of the density of states grows with the gap asymmetry. As a concrete example, we discuss the regularization of transition rates in qubits with frequency close to resonance with the gap asymmetry between the two films, and the consequent smoothening of the jump discontinuity in the qubit frequency shift. Our results could also aid the development of superconducting detectors and related devices based on superconducting bilayers.
Superconductivity (cond-mat.supr-con); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Quantum Physics (quant-ph)
arXiv:2512.17765 [cond-mat.supr-con]
(or arXiv:2512.17765v2 [cond-mat.supr-con] for this version)
https://doi.org/10.48550/arXiv.2512.17765 Focus to learn more arXiv-issued DOI via DataCite
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 237 words
Related coverage

Moiré Heterostructures Achieve Superconductivity Without Attraction
Quantum Zeitgeist · Aug 19, 2026
Synthesis Superintelligence: from Semiconductors to Superconductors — Periodic Labs’ Liam Fedus and Ekin Dogus Cubuk
Latent Space · Oct 8, 2026

Lattice-Based Cryptography Explained
Quantum Zeitgeist · Aug 15, 2026
News Archive 2026
Quantum Computing Report · Jul 25, 2026