Abstract: High impedance faults constitute one of the biggest challenges in electrical power systems. In overhead distribution systems, faults are caused by tree branches that touch the electrical ...

This chapter presents the basics of neural network (NN) models from the perspective of surrogate models. This includes the effect of the number of samples, the effect of model forms, challenges in the ...

Clone respository. In the data directory, recreate desired dataset(s) by running DiscreteSpectrumExample, Pendulum, FluidFlowOnAttractor, and/or FluidFlowBox in Matlab (or download the datasets from ...

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† Department of Chemical and Biochemical Engineering, University of Iowa, Iowa City, Iowa 52242, United States, United States ‡ Department of Otolaryngology, University of Iowa Hospitals and Clinics, ...

卷积神经网络（Convolutional Neural Network，简称CNN）是深度学习中最具代表性的算法之一，尤其在图像识别、计算机视觉领域取得了巨大成功。CNN的设计灵感来源于生物视觉系统，通过模拟人脑处理视觉信息的方式，实现了对图像的高效理解和识别。 CNN的核心操作 ...

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