Superconductivity Analysis

Superconductivity Analysis

Use this skill for superconductivity-oriented post-processing rather than generic workflow setup.

When to use

• summarize electron-phonon coupling from an alpha^2F-like spectrum
• estimate lambda and omega_log
• check whether a phonon mode set contains soft or imaginary modes
• estimate a simple Allen-Dynes Tc
• estimate how sensitive Tc is to the chosen mu*
• rank multiple superconducting candidates in balanced, high-Tc, robust, or stable modes
• write a compact superconductivity-analysis report from existing data

Use the bundled helpers

• scripts/analyze_alpha2f.py Estimate lambda and omega_log from an alpha^2F spectrum.
• scripts/analyze_phonon_modes.py Summarize phonon-mode stability and soft-mode counts.
• scripts/estimate_tc.py Estimate Tc from lambda, omega_log, and mu*.
• scripts/analyze_tc_sensitivity.py Sweep Tc over a range of mu* values and summarize robustness.
• scripts/compare_superconducting_candidates.py Rank multiple superconducting candidates with a compact Tc-plus-stability heuristic.
• scripts/export_superconductivity_report.py Export a markdown superconductivity-analysis report.

Guardrails

• Treat the resulting Tc as a compact estimate, not a full superconductivity prediction workflow.
• Be explicit about the chosen mu*.
• Distinguish soft modes from fully imaginary-mode instabilities.