The Search for BaTiO3-Based Piezoelectrics With Large Piezoelectric Coefficient Using Machine Learning
We employ a data-driven approach to search for BaTiO3-based piezoelectrics with large piezoelectric coefficient d33. Our approach uses a surrogate model to make predictions of d33 with uncertainties, followed by a design step that selects the next optimal compound to synthesize. We compare several c...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 66(2019), 2 vom: 21. Feb., Seite 394-401
|
|---|
| 1. Verfasser: |
Yuan, Ruihao
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Xue, Deqing,
Xue, Dezhen,
Zhou, Yumei,
Ding, Xiangdong,
Sun, Jun,
Lookman, Turab |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2019
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on ultrasonics, ferroelectrics, and frequency control
|
|---|
| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, Non-P.H.S. |
|---|