Epistemic uncertainty-based model validation via interval propagation and parameter calibration
From MaRDI portal
Publication:1986379
DOI10.1016/j.cma.2018.08.001zbMath1440.65056OpenAlexW2887602395WikidataQ129414686 ScholiaQ129414686MaRDI QIDQ1986379
Yunlong Li, Chong Wang, Menghui Xu, Hermann G. Matthies
Publication date: 8 April 2020
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.cma.2018.08.001
model validationpolynomial chaos expansionepistemic uncertainty with limited datainterval fitting degreeinterval parameter calibrationinterval theory
Related Items (4)
Non-probabilistic polygonal convex set model for structural uncertainty quantification ⋮ Evidence-theory-based uncertain parameter identification method for mechanical systems with imprecise information ⋮ A collaborative model calibration framework under uncertainty considering parameter distribution ⋮ Novel Nonprobabilistic Bayesian Uncertainty Quantification Method for Structures with Interval Parameters
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A Chebyshev interval method for nonlinear dynamic systems under uncertainty
- Stochastic modeling and identification of an uncertain computational dynamical model with random fields properties and model uncertainties
- Recent advances in non-probabilistic approaches for non-deterministic dynamic finite element analysis
- Validation challenge workshop
- Formulation of the thermal problem
- Thermal problem solution using a surrogate model clustering technique
- Model validation and predictive capability for the thermal challenge problem
- Thermal challenge problem: Summary
- A systematic approach to model validation based on Bayesian updates and prediction related rejection criteria
- A probabilistic construction of model validation
- Optimization of structures with uncertain constraints based on convex model and satisfaction degree of interval
- Antioptimization of structures with large uncertain-but-non-random parameters via interval analysis
- Maximum likelihood Bayesian averaging of uncertain model predictions
- Novel reliability-based optimization method for thermal structure with hybrid random, interval and fuzzy parameters
- Sparse grid collocation schemes for stochastic natural convection problems
- A nonlinear interval number programming method for uncertain optimization problems
- Bayesian Calibration of Computer Models
- Model validation in the presence of uncertain experimental data
- Analysis of Uncertain Structural Systems Using Interval Analysis
- The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
- FRAMEWORK FOR CONVERGENCE AND VALIDATION OF STOCHASTIC UNCERTAINTY QUANTIFICATION AND RELATIONSHIP TO DETERMINISTIC VERIFICATION AND VALIDATION
- Probability and Statistical Inference, Second Edition
- Fuzzy sets
This page was built for publication: Epistemic uncertainty-based model validation via interval propagation and parameter calibration
