Artificial neural network modeling of ferroelectric hysteresis: an application to soft lead zirconate titanate ceramics

• Main Authors: Wimalin Laosiritaworn, Rattikorn Yimnirun, Yongyut Laosiritaworn
• Format: Book Series
• Published: 2018
• Subjects: Engineering; Materials Science
• Online Access: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=75749083667&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/50843
• Institution: Chiang Mai University

In this work, the Artificial Neural Network (ANN) was used to model ferroelectric hysteresis using data measured from soft lead zirconate titanate [Pb (Zr1-xTix)O3 or PZT] ceramics as an application. Data from experiments were split into training, testing and validation dataset. Four ANN models were...