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...

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Bibliographic Details
Main Authors: Yang, Qingyuan, Pitman, E. Bruce, Spiller, Elaine, Bursik, Marcus, Bevilacqua, Andrea
Other Authors: Asian School of the Environment
Format: Journal Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/162010