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Feasibility of neural network metamodels for emulation and sensitivity analysis of radionuclide transport models
In this paper we compare the outputs of neural network metamodels with numerical solutions of differential equation models in modeling cesium-137 transportation in sand. Convolutional neural networks (CNNs) were trained with differential equation simulation results. Training sets of various sizes (f...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147726/ https://www.ncbi.nlm.nih.gov/pubmed/37117401 http://dx.doi.org/10.1038/s41598-023-34089-9 |