A model for retention on short, intermediate and long time-scale in ferroelectric thin films
X.J. Lou

TL;DR
This paper introduces a parameter-free model for ferroelectric thin-film retention loss across various time scales, accurately matching experimental data and explaining observed fitting behaviors and temperature/thickness effects.
Contribution
It presents a novel, parameter-free theoretical model that predicts retention loss in ferroelectric thin films over short and long time scales, aligning well with experimental results.
Findings
Power-law fits better on short time scales.
Stretched exponential fits better on long time scales.
Higher temperatures and thinner films increase retention loss.
Abstract
We developed a model with no adjustable parameter for retention loss at short and long time scale in ferroelectric thin-film capacitors. We found that the predictions of this model are in good agreement with the experimental observations in the literature. In particular, it explains why a power-law function shows better fitting than a linear-log relation on a short time scale (10^-7 s to 1 s) and why a stretched exponential relation gives more precise description than a linear-log plot on a long time scale (>100 s), as reported by many researchers in the past. More severe retention losses at higher temperatures and in thinner films have also been correctly predicted by the present theory.
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