Artificial neural network modeling of mean-field ising hysteresis

• المؤلفون الرئيسيون: Laosiritaworn W., Laosiritaworn Y.
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2014
• الوصول للمادة أونلاين: http://www.scopus.com/inward/record.url?eid=2-s2.0-66549120802&partnerID=40&md5=7e4fd6e5285a934171d95b9c1edcfe34; http://cmuir.cmu.ac.th/handle/6653943832/5880
• المؤسسة: Chiang Mai University

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...