The good choice of hyperparameters is crucial for the successful application of deep learning (DL) networks in order to find accurate solutions or the best parameter in solving partial differential equations (PDEs), that are sensitive to errors in coefficient estimation. For this purpose,...

Semiconductor manufacturing is an essential area of modern industry. Its yield is influenced by a wide variety of different factors, among them machining precision as well as scheduling and processing concerns. To minimize the amount of faulty products, the semiconductors are examined at several...

The computation of topological measures in large-scale complex networks, such as those found in transportation systems, is often a resource-intensive process. These measures, however, are critical for a comprehensive understanding of network structures and for optimizing their design. A key...