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CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
* = applied session ! = JSM meeting theme
Activity Details
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327 * !
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Tue, 8/9/2022,
2:00 PM -
3:50 PM
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CC-143C
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On Surrogate Modeling of Emerging Issues in Physical and Engineering Simulators — Topic Contributed Papers
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Section on Physical and Engineering Sciences, ENAR, Section on Bayesian Statistical Science
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Organizer(s): Bledar Alex Konomi, University of Cincinnati
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Chair(s): Emily L Kang, University of Cincinnati
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2:05 PM
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A Nonstationary Soft Partitioned Gaussian Process Model via Random Spanning Trees
Zhao Tang Luo, Texas A&M University; Huiyan Sang, Texas A&M University; Bani Mallick, Texas A&M University
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2:25 PM
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Multifidelity Karhunen-Loeve Expansion Surrogate Models for Uncertainty Propagation
Xun Huan, University of Michigan; Aniket Jivani, University of Michigan; Cosmin Safta, Sandia National Laboratories
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2:45 PM
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Dimension Reduction for Gaussian Process Models via Convex Combination of Kernels
Lulu Kang, Illinois Institute of Technology
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3:05 PM
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B-DeepONet: An Enhanced Bayesian DeepONet for Solving Noisy Parametric PDEs Using Accelerated Replica Exchange SGLD
Guang Lin, Purdue University; Christian Moya, Purdue University; Zecheng Zhang, Purdue University
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3:25 PM
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Emulating the Magnitude and Location of the Stormwise Maximum Surge Level
Whitney Huang, Clemson University; Taylor Asher, University of North Carolina at Chapel Hill
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3:45 PM
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Floor Discussion
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Video Available to all JSM Registered Attendees. Please login to view.
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