Stochastic analysis and validation under aleatory and epistemic uncertainties

Prediction assessment and validation of multiscale models for additively manufactured lattice structures under uncertainty

(2019) Recep M. Gorguluarslan et al.   Journal of Mechanical Science and Technology

Model validation methods for multiple correlated responses via covariance-overlap based distance

(2019) Jiexiang Hu et al.   JOURNAL OF MECHANICAL DESIGN

Multiscale Modeling of Turbine Engine Component Under Manufacturing Uncertainty

(2019) Austin M. McKeand et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Impact of geometric, operational, and model uncertainties on the non-ideal flow through a supersonic ORC turbine cascade

(2018) Nassim Razaaly et al.   ENERGY

Uncertainty propagation of p-boxes using sparse polynomial chaos expansions

(2017) Roland Schöbi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Uncertainty quantification and validation of 3D lattice scaffolds for computer-aided biomedical applications

(2017) Recep M. Gorguluarslan et al.   Journal of the Mechanical Behavior of Biomedical Materials

Optimization of a Centrifugal Compressor Impeller for Robustness to Manufacturing Uncertainties

(2016) A. Javed et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems

(2015) Shankar Sankararaman et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A SIMULATION-BASED UPSCALING TECHNIQUE FOR MULTISCALE MODELING OF ENGINEERING SYSTEMS UNDER UNCERTAINTY

(2014) Recep Gorguluarslan et al.   International Journal for Multiscale Computational Engineering

Uncertainty Quantification: A Stochastic Method for Heat Transfer Prediction Using LES

(2013) M. Carnevale et al.   JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME

Quantitative model validation techniques: New insights

(2012) You Ling et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing

(2011) Christopher J. Roy et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Damage tolerant design of cast components based on defects detected by 3D X-ray computed tomography

(2011) M. Shirani et al.   INTERNATIONAL JOURNAL OF FATIGUE

Toward a Better Understanding of Model Validation Metrics

(2011) Yu Liu et al.   JOURNAL OF MECHANICAL DESIGN

Model validation under epistemic uncertainty

(2011) Shankar Sankararaman et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Quantification of margins and uncertainties of complex systems in the presence of aleatoric and epistemic uncertainty

(2011) Angel Urbina et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Shape optimization of an airfoil in a BZT flow with multiple-source uncertainties

(2010) P.M. Congedo et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Probabilistic Life Assessment of Gas Turbine Blades

(2010) Nikita Thakur et al.   JOURNAL OF MECHANICAL DESIGN

Kolmogorov-Smirnov test for rolling bearing performance degradation assessment and prognosis

(2010) Feiyun Cong et al.   JOURNAL OF VIBRATION AND CONTROL

Efficient Random Field Uncertainty Propagation in Design Using Multiscale Analysis

(2009) Xiaolei Yin et al.   JOURNAL OF MECHANICAL DESIGN

Uncertainty Analysis Based on Probability Bounds (P-Box) Approach in Probabilistic Safety Assessment

(2009) Durga Rao Karanki et al.   RISK ANALYSIS

Aleatoric and epistemic uncertainty in groundwater flow and transport simulation

(2009) James L. Ross et al.   WATER RESOURCES RESEARCH

Aleatory or epistemic? Does it matter?

(2008) Armen Der Kiureghian et al.   STRUCTURAL SAFETY

Model validation and predictive capability for the thermal challenge problem

(2007) Scott Ferson et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING