DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Stochastic modeling and statistical calibration with model error and scarce data

Journal Article · · Computer Methods in Applied Mechanics and Engineering

Not Available

Sponsoring Organization:
USDOE
OSTI ID:
1997312
Journal Information:
Computer Methods in Applied Mechanics and Engineering, Journal Name: Computer Methods in Applied Mechanics and Engineering Journal Issue: C Vol. 416; ISSN 0045-7825
Publisher:
ElsevierCopyright Statement
Country of Publication:
Netherlands
Language:
English

References (42)

The imperative of physics-based modeling and inverse theory in computational science journal March 2021
Ingredients for a general purpose stochastic finite elements implementation journal January 1999
Stochastic modeling of uncertainties in computational structural dynamics—Recent theoretical advances journal May 2013
Stochastic spectral methods for efficient Bayesian solution of inverse problems journal June 2007
Metamodeling of dynamic nonlinear structural systems through polynomial chaos NARX models journal September 2015
Aleatory or epistemic? Does it matter? journal March 2009
Polynomial chaos expansion with random and fuzzy variables journal June 2016
An extended polynomial chaos expansion for PDF characterization and variation with aleatory and epistemic uncertainties journal August 2021
On the Statistical Calibration of Physical Models: STATISTICAL CALIBRATION OF PHYSICAL MODELS journal February 2015
Physics-guided Deep Markov Models for learning nonlinear dynamical systems with uncertainty journal October 2022
Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems journal April 2009
Identification of Bayesian posteriors for coefficients of chaos expansions journal May 2010
Asymptotic Sampling Distribution for Polynomial Chaos Representation from Data: A Maximum Entropy and Fisher Information Approach journal January 2008
A functional global sensitivity measure and efficient reliability sensitivity analysis with respect to statistical parameters journal December 2022
An approximate epistemic uncertainty analysis approach in the presence of epistemic and aleatory uncertainties journal September 2002
Bayesian calibration of computer models journal August 2001
Polynomial Chaos in Stochastic Finite Elements journal March 1990
A multi-scale spectral stochastic method for homogenization of multi-phase periodic composites with random material properties journal February 2010
Imprecise probabilities in engineering analyses journal May 2013
On the construction and analysis of stochastic models: Characterization and propagation of the errors associated with limited data journal September 2006
A probabilistic construction of model validation journal May 2008
Representing Model Inadequacy: A Stochastic Operator Approach journal January 2018
Robustness quantification of reinforced concrete structures subjected to progressive collapse via the probability density evolution method journal January 2020
Displacement-Based Design of Slender Reinforced Concrete Structural Walls—Experimental Verification journal April 2004
Embedded Model Error Representation for Bayesian Model Calibration journal January 2019
Reliability analysis with scarce information: Comparing alternative approaches in a geotechnical engineering context journal March 2013
A neural network approach for simulating stationary stochastic processes journal May 2009
Calibration of Soil Constitutive Models with Spatially Varying Parameters journal December 2007
Bayesian Network Enhanced with Structural Reliability Methods: Methodology journal October 2010
Cyclic behavior modeling of reinforced concrete shear walls based on softened damage-plasticity model journal July 2018
An arbitrary polynomial chaos expansion approach for response analysis of acoustic systems with epistemic uncertainty journal April 2018
Geometrically non-linear behavior of structural systems with random material property: An asymptotic spectral stochastic approach journal August 2009
Probabilistic Capacity Models and Fragility Estimates for Reinforced Concrete Columns based on Experimental Observations journal October 2002
Stochastic Nonlinear Behavior of Reinforced Concrete Frames. II: Numerical Simulation journal March 2016
Mixed aleatory-epistemic uncertainty quantification with stochastic expansions and optimization-based interval estimation journal September 2011
A sampling-based computational strategy for the representation of epistemic uncertainty in model predictions with evidence theory journal August 2007
Quantifying and communicating uncertainty in seismic risk assessment journal March 2009
Dual interval-and-fuzzy analysis method for temperature prediction with hybrid epistemic uncertainties via polynomial chaos expansion journal July 2018
Stochastic multiscale modeling for quantifying statistical and model errors with application to composite materials journal July 2023
Mid-frequency structural dynamics with parameter uncertainty journal November 2002
A new dynamic testing method for elastic, shear modulus and Poisson’s ratio of concrete journal December 2015
Bayesian Updating with Structural Reliability Methods journal March 2015

Similar Records

Related Subjects