Robust System Design with Limited Experimental Data and an Inexact Simulation Model

DOI10.1137/20M1316287OpenAlexW3158353871MaRDI QIDQ4995113

Jingwen Hu, Wenbo Sun, Matthew Plumlee, Jionghua (Judy) Jin

Publication date: 23 June 2021

Published in: SIAM/ASA Journal on Uncertainty Quantification (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/20m1316287

zbMATH Keywords

simulationnonparametric inferenceapplications to specific types of physical systems

Mathematics Subject Classification ID

Nonparametric inference (62Gxx) Applications of statistical mechanics to specific types of physical systems (82Dxx)

Related Items (1)

Calibration and prediction for the inexact SIR model

Cites Work

• Unnamed Item
• A survey on approaches for reliability-based optimization
• Robust design of structures using optimization methods
• Efficient calibration for imperfect computer models
• Multivariate locally weighted least squares regression
• Computer model validation with functional output
• Computational methods in optimization considering uncertainties - An overview
• Bayesian Calibration of Computer Models
• On minimax robustness: A general approach and applications
• UNIFORM CONVERGENCE RATES FOR KERNEL ESTIMATION WITH DEPENDENT DATA
• Computer Model Calibration Using High-Dimensional Output
• Efficient estimation of conditional variance functions in stochastic regression

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