The Obstacle
The high coercive field (Ec) of hafnia-based ferroelectrics is a major barrier to application. The specific switching mechanisms—Nucleation-Limited Switching (NLS) vs. Kolmogorov-Avrami-Ishibashi (KAl) domain-wall motion—have remained elusive.
Methodology
We developed a deep-learning-assisted multiscale approach, incorporating atomistic insights into the critical nucleus. This allows us to predict both NLS-type and KAl-type coercive fields with high accuracy.
Key Findings
- Origin of giant Ec : High coercive fields in ultrathin films arise from geometry confinement, forcing the system into the NLS mechanism.
- Theoretical Limit: We predict the lower limit for KAl-type Ec is drastically lower, arising from mobile domain walls.
- Experimental Proof: Achieved low Ec (1MV/cm) in 60 nm superlattices by activating KAl-type switching.
0.1 MV/cm
THEORETICAL LOWER LIMIT (KAI-TYPE)