Accelerated Discovery of Large Electrostrains in BaTiO3‐Based Piezoelectrics Using Active Learning
A key challenge in guiding experiments toward materials with desired properties is to
effectively navigate the vast search space comprising the chemistry and structure of allowed …
effectively navigate the vast search space comprising the chemistry and structure of allowed …
Accelerated search for BaTiO3-based piezoelectrics with vertical morphotropic phase boundary using Bayesian learning
An outstanding challenge in the nascent field of materials informatics is to incorporate
materials knowledge in a robust Bayesian approach to guide the discovery of new materials …
materials knowledge in a robust Bayesian approach to guide the discovery of new materials …
Accelerated discovery of high-performance piezocatalyst in BaTiO3-based ceramics via machine learning
J He, C Yu, Y Hou, X Su, J Li, C Liu, D Xue, J Cao, Y Su… - Nano Energy, 2022 - Elsevier
The study of piezocatalysis has become an important topic in piezoelectric research,
especially for addressing environmental issues. However, the reliance on nanofabrication …
especially for addressing environmental issues. However, the reliance on nanofabrication …
Accelerated Search for BaTiO3‐Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design
The problem that is considered is that of maximizing the energy storage density of Pb‐free
BaTiO3‐based dielectrics at low electric fields. It is demonstrated that how varying the size of …
BaTiO3‐based dielectrics at low electric fields. It is demonstrated that how varying the size of …
[HTML][HTML] Microscopic origins of the large piezoelectricity of leadfree (Ba,Ca)(Zr,Ti)O3
Y Nahas, A Akbarzadeh, S Prokhorenko… - Nature …, 2017 - nature.com
In light of directives around the world to eliminate toxic materials in various technologies,
finding lead-free materials with high piezoelectric responses constitutes an important current …
finding lead-free materials with high piezoelectric responses constitutes an important current …
[HTML][HTML] BaTiO3-based piezoelectrics: Fundamentals, current status, and perspectives
We present a critical review that encompasses the fundamentals and state-of-the-art
knowledge of barium titanate-based piezoelectrics. First, the essential crystallography …
knowledge of barium titanate-based piezoelectrics. First, the essential crystallography …
Practical high piezoelectricity in barium titanate ceramics utilizing multiphase convergence with broad structural flexibility
Due to growing environmental concerns on the toxicity of lead-based piezoelectric materials,
lead-free alternatives are urgently required but so far have not been able to reach …
lead-free alternatives are urgently required but so far have not been able to reach …
Multifunctional barium titanate ceramics via chemical modification tuning phase structure
C Zhao, Y Huang, J Wu - InfoMat, 2020 - Wiley Online Library
Global environmental concerns on the toxicity of lead‐based piezoelectrics impel the great
mass fervor on investigations of lead‐free alternatives. Barium titanate (BaTiO3, BT) …
mass fervor on investigations of lead‐free alternatives. Barium titanate (BaTiO3, BT) …
[HTML][HTML] Recent Progress on BaTiO3-Based Piezoelectric Ceramics for Actuator Applications
Due to issues with Pb toxicity, there is an urgent need for high performance Pb-free
alternatives to Pb-based piezoelectric ceramics. Although pure BaTiO3 material exhibits …
alternatives to Pb-based piezoelectric ceramics. Although pure BaTiO3 material exhibits …
[HTML][HTML] Barium titanate at the nanoscale: controlled synthesis and dielectric and ferroelectric properties
The current trend in the miniaturization of electronic devices has driven the investigation into
many nanostructured materials. The ferroelectric material barium titanate (BaTiO3) has …
many nanostructured materials. The ferroelectric material barium titanate (BaTiO3) has …