...Mohammad Mushfiqur Rahman; Arbaaz Khan; David Lowther; Dennis Giannacopoulos Purpose The purpose of this paper is to develop surrogate models, using deep learning (DL), that can facilitate the application of EM analysis software. In the current status quo, electrical systems can be found...

... al., 2015). Among them, deep learning (DL) has achieved good performance in image classification (Russakovsky et al., 2014), image segmentation (Ibtehaz and Rahman, 2019) and natural language processing (Medennikov and Bulusheva, 2016). DL completes the prediction of the results...

...Ruohan Gong; Zuqi Tang Purpose This paper aims to investigate the approach combine the deep learning (DL) and finite element method for the magneto-thermal coupled problem. Design/methodology/approach To achieve the DL of electrical device with the hypothesis of a small dataset, with ground...