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Novel statistical emulator construction for volcanic ash transport model Ash3d with physically motivated measures
Statistical emulators are a key tool for rapidly producing probabilistic hazard analysis of geophysical processes. Given output data computed for a relatively small number of parameter inputs, an emulator interpolates the data, providing the expected value of the output at untried inputs and an esti...
Autores principales: | Yang, Qingyuan, Pitman, E. Bruce, Spiller, Elaine, Bursik, Marcus, Bevilacqua, Andrea |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7655748/ https://www.ncbi.nlm.nih.gov/pubmed/33214757 http://dx.doi.org/10.1098/rspa.2020.0161 |
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