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Contributed Papers

Topics in Uncertainty Quantification in Complex Systems

Mon, Aug 5, 2:00 PM - 3:50 PM

John TiptonChair

Uncertainty Quantification in Complex Systems Interest Group

7 Presentations

Uncertainty Quantification in Image Captioning

2:05 PM - 2:20 PM

Nina Grundlingh (Kennesaw State University)

Co-authors: Herman Ray, Xinyan Zhang (Kennesaw State University, School of Data Science and Analytics)

Simulation Experiment Design for Calibration via Active Learning

2:20 PM - 2:35 PM

Ozge Surer (Miami University)

Active Learning of Simulators for Real-World Prediction

2:35 PM - 2:50 PM

Scott Koermer (Los Alamos National Lab)

Co-authors: Justin Loda, Aaron Noble (Virginia Tech), Robert Gramacy (Virginia Tech)

Surrogate-based Calibration for the Quasi-Biennial Oscillation

2:50 PM - 3:05 PM

Luis Damiano (Sandia National Laboratories)

Co-authors: Khachik Sargsyan (Sandia National Labs/California), Bert Debusschere (Sandia National Laboratories), Michael Eldred (Sandia National Laboratories)

Sequential Design for Multi-Fidelity Computer Experiments with Different Mesh Densities

3:05 PM - 3:20 PM

Romain Boutelet

Co-authors: Chih-Li Sung (Michigan State University)

Inferring partial differential equations from spatiotemporal data

3:20 PM - 3:35 PM

Sara Venkatraman

IANOVA: Multi-Sample Means Comparisons for Imprecise Interval Data

3:35 PM - 3:50 PM

Zac Rios (Utah State University)

Co-authors: Yan Sun (Utah State University)

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