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资源简介：
ANN for UQ
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创建时间：
2019-04-19
相关数据集
Synthetic case - Point estimate method
This item is used in the publication "Computationally-feasible uncertainty quantification in model-based landslide risk assessment" published in Frontiers in Earth Science: Geohazards and Georisks
DataCite Commons2022-12-29 更新200
Parameters and their statistical distribution input into the SLAMM uncertainty analysis module.
U = Uniform distribution (minimum, maximum); T = Triangular distribution (minimum, most likely, maximum).
NIAID Data Ecosystem20
Uncertainty quantification for computer models with spatial output using calibration-optimal bases
The calibration of complex computer codes using uncertainty quantification (UQ) methods is a rich area of statistical methodological development. When applying these techniques to simulators with spat
Taylor & Francis Group2021-09-29 更新10
Addressing interdependency in a multimodel ensemble by interpolation of...
The diverse set of Earth system models used to conduct the CMIP5 ensemble can partly sample the uncertainties in future climate projections. However, combining those projections...
University Corporation for Atmospheric Research50
Elliptic PDE from Bayesian adaptation of chaos representations using variational inference and sampling on geodesics
Input and QoI (output) points for the elliptic PDE example. Rows represent different model runs. The last column corresponds to the QoI values. All others correspond to the input values.
Figshare2018-08-27 更新10
