Abstract: In this paper, we study the generalization capabilities of geometric graph neural networks (GNNs). We consider GNNs over a geometric graph constructed from a finite set of randomly sampled ...
The Ackley function is widely used for testing optimization algorithms. In its two-dimensional form, as shown in the plot above, it is characterized by a nearly flat outer region, and a large hole at ...
Abstract: Wind energy, a promising alternative to fossil fuels, faces challenges due to its variability and dependence on weather conditions. Effective integration into the power grid necessitates ...
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