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A Comparison Between Machine Learning and Functional Geostatistics Approaches for Data-Driven Analyses of Sediment Transport in a Pre-Alpine Stream |
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| Authors: | Didkovskyi Oleksandr Ivanov Vladislav Radice Alessio Papini Monica Longoni Laura Menafoglio Alessandra |
| Affiliation: | 1.MOX-Department of Mathematics, Politecnico di Milano, Milano, Italy ;2.Center for Analysis, Decisions and Society (CADS), Human Technopole, Milano, Italy ;3.Department of Civil and Environmental Engineering, Politecnico di Milano, Milano, Italy ; |
| Abstract: | Mathematical Geosciences - The problem of providing data-driven models for sediment transport in a pre-Alpine stream in Italy is addressed. This study is based on a large set of measurements... |
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