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-users interact with infrastructure and the built environment, improve diagnosis of risks and reduce the time required for maintenance, optimize the infrastructure performance, support information-driven
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contributing to final layer predictions. • Objective 3: Non-convex Optimization and Local Minima -- Study the theoretical foundations and empirical behaviors of deep neural networks in the context of non-convex
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into consideration the playing position and style of play. By accomplishing these objectives, this research intends to enhance the effectiveness of training programs and optimize player development, ultimately
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