From trial-and-error to intelligent design: Machine Learning boosts a breakthrough in the performance of BaTiO3-based High-Entropy energy-storage ceramics
Dielectric ceramic capacitors are essential core components for electronics, smart grids and new energy vehicles, prized for their high power density. As electronic devices move toward miniaturization and intelligence, the demand for lead-free dielectric ceramics with ultrahigh recoverable energy storage density (Wrec) and high efficiency (η) is becoming increasingly urgent. Relaxor ferroelectrics (RFE) suffer from relatively large remnant polarization, while superparaelectric relaxor ferroelectrics (SPE-RFE) see ...