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This master’s thesis project is suitable for degrees in applied and computational mathematics, engineering physics, computer science, or similar programs where you have excelled. Experience in optimization techniques is an advantage.
Master's Program in Computational Science and Engineering. Computational Science & Engineering (CS&E) is a field of knowledge which aims at the development of methods that rely on computers and mathematics to model, simulate, and visualize various kinds of systems.
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The amount of “wiggle” in the loss is related to the batch size. When the batch size is 1, the wiggle will be relatively high. When the batch size is the full dataset, the wiggle will be minimal because every gradient update should be improving the loss function monotonically (unless the learning rate is set too high).
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