A critical review of machine learning of energy materials

C Chen, Y Zuo, W Ye, X Li, Z Deng… - Advanced Energy …, 2020 - Wiley Online Library
Abstract Machine learning (ML) is rapidly revolutionizing many fields and is starting to
change landscapes for physics and chemistry. With its ability to solve complex tasks …

Data‐Driven Materials Innovation and Applications

Z Wang, Z Sun, H Yin, X Liu, J Wang, H Zhao… - Advanced …, 2022 - Wiley Online Library
Owing to the rapid developments to improve the accuracy and efficiency of both
experimental and computational investigative methodologies, the massive amounts of data …

Inch-size molecular ferroelectric crystal with a large electromechanical coupling factor on par with barium titanate

HP Lv, WQ Liao, YM You, RG Xiong - Journal of the American …, 2022 - ACS Publications
Molecular ferroelectrics with large piezoelectric responses have long been sought for their
advantages of light weight, mechanical flexibility, and easy preparation, in contrast to the …

Determination of depolarization temperature of (Bi1/2Na1/2) TiO3-based lead-free piezoceramics

EM Anton, W Jo, D Damjanovic, J Rödel - Journal of Applied Physics, 2011 - pubs.aip.org
The depolarization temperature T d of piezoelectric materials is an important figure of merit
for their application at elevated temperatures. Until now, there are several methods …

Design and applications of integrated transducers in commercial CMOS technology

U Rawat, JD Anderson, D Weinstein - Frontiers in Mechanical …, 2022 - frontiersin.org
Monolithic integration of Microelectromechanical Systems (MEMS) directly within CMOS
technology offers enhanced functionality for integrated circuits (IC) and the potential …

Temperature-dependent volume fraction of polar nanoregions in lead-free ceramics

M Vögler, N Novak, FH Schader, J Rödel - Physical Review B, 2017 - APS
The formation and temperature evolution of polar nanoregions (PNRs) in relaxor
ferroelectrics is an intriguing issue that is still under debate. Therefore, we present an …

Elastic response of (1− x) Ba (Ti0. 8Zr0. 2) O3–x (Ba0. 7Ca0. 3) TiO3 (x= 0.45–0.55) and the role of the intermediate orthorhombic phase in enhancing the …

F Cordero, F Craciun, M Dinescu… - Applied Physics …, 2014 - pubs.aip.org
The elastic response of (Ba, Ca)(Ti, Zr) O 3 at compositions where the piezoelectric effect is
maximized has been measured by different methods between 1 Hz and 250 kHz and …

Elastic properties and enhanced piezoelectric response at morphotropic phase boundaries

F Cordero - Materials, 2015 - mdpi.com
The search for improved piezoelectric materials is based on the morphotropic phase
boundaries (MPB) between ferroelectric phases with different crystal symmetry and …

Stress-controlled Pb (Zr0. 52Ti0. 48) O3 thick films by thermal expansion mismatch between substrate and Pb (Zr0. 52Ti0. 48) O3 film

G Han, J Ryu, WH Yoon, JJ Choi, BD Hahn… - Journal of Applied …, 2011 - pubs.aip.org
Polycrystalline Pb (Zr 0.52 Ti 0.48) O 3 (PZT) thick films (thickness∼ 10 μm) were
successfully fabricated by using a novel aerosol deposition technique on Si wafer, sapphire …

Progress in lead-based ferroelectric and antiferroelectric single crystals: composition modification, crystal growth and properties

N Luo, Y Li, Z Xia, Q Li - CrystEngComm, 2012 - pubs.rsc.org
Ferroelectric and antiferroelectric materials, with complex perovskite structures, have
experienced wide interest due to their peculiar structure and properties. In this highlight …