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01/11/2023
Dynamic Data Assimilation of MPAS-O and the Global Drifter Dataset
In this study, we propose a new method for combining in situ buoy measur...
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08/24/2022
Fast emulation of density functional theory simulations using approximate Gaussian processes
Fitting a theoretical model to experimental data in a Bayesian manner us...
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07/25/2022
The Mira-Titan Universe IV. High Precision Power Spectrum Emulation
Modern cosmological surveys are delivering datasets characterized by unp...
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08/31/2020
Relationship-aware Multivariate Sampling Strategy for Scientific Simulation Data
With the increasing computational power of current supercomputers, the s...
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08/11/2020
An Initial Exploration of Bayesian Model Calibration for Estimating the Composition of Rocks and Soils on Mars
The Mars Curiosity rover carries an instrument, ChemCam, designed to mea...
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05/01/2020
Scaled Vecchia approximation for fast computer-model emulation
Many scientific phenomena are studied using computer experiments consist...
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04/08/2020
Estimating Scale Discrepancy in Bayesian Model Calibration for ChemCam on the Mars Curiosity Rover
The Mars rover Curiosity carries an instrument called ChemCam to determi...
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12/01/2017