16 citations · 39 across the 12 of their papers we have counts for
4 papers · 1 filter
Computer Model Emulation with High-Dimensional Functional Output in Large-Scale Observing System Uncertainty Experiments
Pulong Ma, Anirban Mondal, Bledar Konomi +3
Observing system uncertainty experiments (OSUEs) have been recently proposed as a cost-effective way to perform probabilistic assessment of retrievals for NASA's Orbiting Carbon Ob…
Bayesian analysis of multifidelity computer models with local features and non-nested experimental designs: Application to the WRF model
Bledar A. Konomi, Georgios Karagiannis
We propose a multi-fidelity Bayesian emulator for the analysis of the Weather Research and Forecasting (WRF) model when the available simulations are not generated based on hierarc…
Multifidelity Computer Model Emulation with High-Dimensional Output: An Application to Storm Surge
Pulong Ma, Georgios Karagiannis, Bledar A. Konomi +3
Hurricane-driven storm surge is one of the most deadly and costly natural disasters, making precise quantification of the surge hazard of great importance. Surge hazard quantificat…
Ice Model Calibration Using Semi-continuous Spatial Data
Won Chang, Bledar A. Konomi, Georgios Karagiannis +2
Rapid changes in Earth's cryosphere caused by human activity can lead to significant environmental impacts. Computer models provide a useful tool for understanding the behavior and…