For activation functions, the ReLU (rectified linear unit) function was applied throughout the network, except before the encoding layer, where the tanh (hyperbolic tangent) function was used to ...

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High-energy degeneration of harmonic maps of Riemann surfaces into a hyperbolic 3-manifold target is studied, generalizing results of [ M1 ] in which the target is two-dimensional. The Hopf foliation ...

We develop efficient moving mesh algorithms for one- and two-dimensional hyperbolic systems of conservation laws. The algorithms are formed by two independent parts: PDE evolution and ...

A new method is suggested to improve the effectiveness of adaptive filters in dealing with unexpected disturbances at the error sensor. This method focuses spec ...

In deep learning, activation functions (AFs) influence a model’s performance, convergence rate, and generalization capability. Conventional activation functions such as ReLU, Swish, ELU, and Tanh have ...