Table 2 Comparison between FerroAI predicted morphological phase boundary and experimental result in lead-free and lead-based ferroelectric materials

From: FerroAI: a deep learning model for predicting phase diagrams of ferroelectric materials

Material

Type of MPB

Composition (x)

Ref.

  

FerroAI

Experiment

 

BaZr0.2Ti0.8O3-xBa0.7Ca0.3TiO3

C-T-O-R

0.35

0.35

25

BaSn0.5Hf0.5O3-xBa0.93Ca0.07TiO3

C-T-O-R

0.11

0.1 ~ 0.12

26

PbZrxTi1−xO3

T-O-R

0.05

0.05

27

K0.5Na0.5NbO3-xBi0.5Na0.5Zr0.85Sn0.15O3

T-O-R

0.07

0.05

29

BaZr0.1Hf0.1Ti0.8O3-xBa0.7Ca0.3TiO3

C-T-O-R

0.30

0.30

this work