Artificial neural network modeling of mean-field ising hysteresis

• Main Authors: Laosiritaworn W., Laosiritaworn Y.
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2014
• 在線閱讀: http://www.scopus.com/inward/record.url?eid=2-s2.0-66549120802&partnerID=40&md5=7e4fd6e5285a934171d95b9c1edcfe34; http://cmuir.cmu.ac.th/handle/6653943832/5880

In this study, the artificial neural network (ANN) was used to model ferromagnetic Ising hysteresis obtained from mean-field analysis as a case study. ANNs were trained to predict the effect of external perturbations, which are the temperature, the field amplitude and the field frequency, on the hys...