62 citations · 126 across the 13 of their papers we have counts for
Showing 2016Show all
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physics.geo-ph2016★ 12 cited
Quantifying Uncertainties in the 2004 Sumatra-Andaman Earthquake Source Parameters by Stochastic Inversion
Devaraj Gopinathan, Mamatha Venugopal, Debasish Roy +3
Usual inversion for earthquake source parameters from tsunami wave data incorporates subjective elements. Noisy and possibly insufficient data also results in instability and non-u…
stat.ME2016★ 17 cited
Computer model calibration with large non-stationary spatial outputs: application to the calibration of a climate model
Kai-Lan Chang, Serge Guillas
Bayesian calibration of computer models tunes unknown input parameters by comparing outputs with observations. For model outputs that are distributed over space, this becomes compu…
stat.CO2016★ 6 cited
Dimension reduction for Gaussian process emulation: an application to the influence of bathymetry on tsunami heights
Xiaoyu Liu, Serge Guillas
High accuracy complex computer models, or simulators, require large resources in time and memory to produce realistic results. Statistical emulators are computationally cheap appro…