摘要
In this work, we develop a low-cost, physically transparent framework that identifies strong electron-phonon coupling materials directly from static orbital-based Hamiltonians without explicit phonon perturbation calculations. Applied to more than 36,000 compounds in the MattKeyBond database, it identifies 34 dynamically stable superconducting candidates with calculated Tc > 10 K after DFPT verification.