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RISSurrogate-Based Strategies for Accelerated Bayesian Calibration of Computer Codes With Complete Maximum a Posteriori Estimation of Model Error
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. The calibration of a computer code is a process that reduces the uncertainty of model parameters by matching the code’s predictions to experimental observations of a quantity of interest. A more faithful ...
Towards an End-to-End Analysis and Prediction System for Weather, Climate, and Marine Applications in the Red Sea
Publisher: American Meteorological Society
Abstract: An integrated, high resolution, data-driven regional modeling system has been recently developed for the Red Sea region and is being used for research and various environmental applications.The Red Sea, home to the ...