Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"Spatial-temporal forecasting"”.
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Advanced AI techniques for comprehensive traffic incident analysis: enhancing incident duration prediction and accident risk forecasting
… (C-ViT) is a significant advancement, enabling spatial-temporal forecasting of traffic accident risks with higher precision and accuracy, achieving state-of-the-art results and improving upon it through various modifications. This novel application of visual transformers represents a major step …
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SCIENTIFIC MACHINE LEARNING METHODS FOR REACTIVE-TRANSPORT AND THERMAL-TRANSPORT PROBLEMS
… uses convolutional neural networks for capturing spatial patterns and long short-term memory networks for forecasting temporal variations in mixing. The framework was carefully built to ensure non-negativity of the chemical species at all space-time points. The framework was validated for 2D …