Seminars & Events
MCS Seminar
"Intrusive Analysis and Uncertainty Quantification Tools for Simulation Codes"
DATE: December 16, 2011
TIME: 10:30 AM - 11:30 AM
SPEAKER: Oleg E. Roderick, Postdoctoral Appointee, MCS
LOCATION: Building 240, 1404-1405, Argonne National Laboratory
Description:
The presentation will cover the latest work performed in uncertainty quantification for the models that are too complex and computationally expensive for the standard, low-effort (non-intrusive, sampling-based) methods to be effective. Some previous work on derivative-augmented polynomial regression and Gaussian-Processes based Kriging will be explained, but the focus will be on training unknown surface response models on lower-fidelity data.
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