In the following sections, we identify broad categories of works related to CNN. Fig. 1 shows the hierarchically-structured taxonomy of this paper. We first give an overview of the basic components of CNN in Section 2.Then, we introduce some
recent improvements on different aspects of CNN including convolutional layer, pooling layer, activation function, loss function, regularization and ...
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Smoothed-particle hydrodynamics (SPH) is a computational method used for simulating the mechanics of continuum media, such as solid mechanics and fluid flows. It was developed by Gingold and Monaghan and Lucy in 1977, initially for astrophysical problems. It has been used in many fields of research, including astrophysics, ballistics, volcanology, and oceanography.
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