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Proceedings Papers

Sensitivity Analysis and Bayesian Calibration of a Holmquist-Johnson-Cook Material Model for Cellular Concrete Subjected to Impact Loading

Brad Davis, Gregory Langone, Nicholas Reisweber

Proc. ASME. VVUQ2022, ASME 2022 Verification, Validation, and Uncertainty Quantification Symposium, V001T08A001, May 25–26, 2022

Paper No: VVS2022-86800

DOI: https://doi.org/10.1115/VVS2022-86800

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Topics: Calibration, Lightweight concrete, Sensitivity analysis, Computer simulation, Fire, Concretes, Ballistics, Constitutive equations, Construction, Design

Proceedings Papers

Bayesian Calibrating Educational Building Thermal Models to Hourly Indoor Air Temperature: Methodology and Case Study

Danlin Hou, Chang Shu, Lili Ji, Ibrahim Galal Hassan, Liangzhu (Leon) Wang

Proc. ASME. VVS2021, ASME 2021 Verification and Validation Symposium, V001T03A001, May 19–20, 2021

Paper No: VVS2021-65268

DOI: https://doi.org/10.1115/VVS2021-65268

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Topics: Calibration, Temperature, Air conditioning, Building codes, Chain, Climate change, Diseases, Errors, Physics, Sensitivity analysis

Proceedings Papers

Error Quantification of Nusselt Number Analysis in Miniature Heat Sinks: Verification and Validation Assessment

Mahyar Pourghasemi, Nima Fathi

Proc. ASME. VVS2021, ASME 2021 Verification and Validation Symposium, V001T06A004, May 19–20, 2021

Paper No: VVS2021-65326

DOI: https://doi.org/10.1115/VVS2021-65326

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Topics: Errors, Heat sinks, Flow (Dynamics), Microchannels, Uncertainty, Water, Computer simulation, Heat flux, Heat transfer, Microscale devices

Proceedings Papers

Response Effects Due to Polygonal Representation of Pores in Porous Media Thermal Models

Kevin W. Irick, Nima Fathi

Proc. ASME. VVS2021, ASME 2021 Verification and Validation Symposium, V001T09A001, May 19–20, 2021

Paper No: VVS2021-65231

DOI: https://doi.org/10.1115/VVS2021-65231

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Topics: Porous materials, Errors, Finite element methods, Geometry, Uncertainty, Computer simulation, Construction, Engineering models, Engineering simulation, Engineering systems and industry applications

Proceedings Papers

Discretization Error Estimation in Subsonic, Transonic and Supersonic Flows of an Inviscid Fluid Over a Bump

Luís Eça, Cristiano Silva, João Muralha, Christiaan Klaij, Serge Toxopeus, Martin Hoekstra

Proc. ASME. VVS2021, ASME 2021 Verification and Validation Symposium, V001T04A001, May 19–20, 2021

Paper No: VVS2021-65290

DOI: https://doi.org/10.1115/VVS2021-65290

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Topics: Errors, Fluids, Supersonic flow, Uncertainty, Compressible flow, Computer simulation, Inviscid flow, Machinery, Pressure, Simulation

Proceedings Papers

High-Fidelity Calculation of Effective Thermal Response of Composite Media With Heat Generation Source

Kevin Irick, Nima Fathi

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T08A003, May 20–22, 2020

Paper No: VVS2020-8836

DOI: https://doi.org/10.1115/VVS2020-8836

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Topics: Composite materials, Heat, Thermal conductivity, Fillers (Materials), Nuclear fuels, Finite element methods, Fuels, Heat transfer, Computer simulation, FORTRAN

Proceedings Papers

On the Interpretation and Scope of the V&V 20 Standard for Verification and Validation in Computational Fluid Dynamics and Heat Transfer

L. Eça, K. Dowding, P. J. Roache

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T02A001, May 20–22, 2020

Paper No: VVS2020-8826

DOI: https://doi.org/10.1115/VVS2020-8826

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Topics: ASME Standards, Computational fluid dynamics, Errors, Heat transfer, Scalars, Simulation, Solid mechanics, Uncertainty

Proceedings Papers

On the Role of Discretization Errors in the Quantification of Parameter Uncertainties

Luís Eça, Filipe S. Pereira, Guilherme Vaz, Rui Lopes, Serge Toxopeus

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T03A003, May 20–22, 2020

Paper No: VVS2020-8825

DOI: https://doi.org/10.1115/VVS2020-8825

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Topics: Errors, Uncertainty, Approximation, Flow (Dynamics), Friction, Kinetic energy, Pressure, Propellers, Reynolds-averaged Navier–Stokes equations, Ships

Proceedings Papers

Non-Uniqueness in Model Parameterization and its Potential Contribution to Uncertainty

Jun Guo, Daniel Segalman

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T03A001, May 20–22, 2020

Paper No: VVS2020-8806

DOI: https://doi.org/10.1115/VVS2020-8806

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Topics: Uncertainty, Calibration, Alloys, Statistical distributions, Stress, Temperature, Titanium alloys

Proceedings Papers

Limiting Machine Learning Overfitting Uncertainties Through Persistent Homology

Kyle Haas

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T08A001, May 20–22, 2020

Paper No: VVS2020-8833

DOI: https://doi.org/10.1115/VVS2020-8833

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Topics: Machine learning, Uncertainty, Manifolds, Physics, Algebra, Artificial neural networks, Engineering design, Lenses (Optics), Machine testing, Noise (Sound)

Proceedings Papers

Full Function Sampling of Uncertain Correlations

Kevin W. Irick, Jeff Engerer, Blake Lance, Scott A. Roberts, Ben Schroeder

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T03A004, May 20–22, 2020

Paper No: VVS2020-8834

DOI: https://doi.org/10.1115/VVS2020-8834

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Topics: Modeling, Scalars, Simulation, Uncertainty, Uncertainty analysis, Uncertainty quantification

Proceedings Papers

CFD Verification and Validation Exercise: Turbulent Mixing of Stratified Layer

Jason Thompson, Christopher Boyd

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T12A002, May 20–22, 2020

Paper No: VVS2020-8821

DOI: https://doi.org/10.1115/VVS2020-8821

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Topics: Computational fluid dynamics, Turbulence, Uncertainty

Proceedings Papers

Comparison of Methodologies for Finite Element Model Validation of Railroad Tank Car Side Impact Tests

Shaun Eshraghi, Michael Carolan, Benjamin Perlman, Francisco González, III

Proc. ASME. VVS2020, ASME 2020 Verification and Validation Symposium, V001T15A001, May 20–22, 2020

Paper No: VVS2020-8822

DOI: https://doi.org/10.1115/VVS2020-8822

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Topics: Finite element model, Impact testing, Railway tank cars, Shells, Model validation, Simulation results, Finite element analysis, Displacement, Engineering simulation, Fluid structure interaction

Proceedings Papers

Bayesian Approach to Estimating Fireball Parameters From Remote Sensing Data

Derek E. Armstrong

Proc. ASME. VVS2019, ASME 2019 Verification and Validation Symposium, V001T03A001, May 15–17, 2019

Paper No: VVS2019-5112

DOI: https://doi.org/10.1115/VVS2019-5112

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Topics: Absorption, Calibration, Carbon dioxide, Computational physics, Emissions, Explosives, Fourier transform infrared spectroscopy, Fourier transforms, Infrared spectra, Metals

Proceedings Papers

Analytic Solutions As a Tool for Verification and Validation of a Multiphysics Model

I. L. Tregillis, Aaron Koskelo

Proc. ASME. VVS2019, ASME 2019 Verification and Validation Symposium, V001T04A001, May 15–17, 2019

Paper No: VVS2019-5137

DOI: https://doi.org/10.1115/VVS2019-5137

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Topics: Ambiguity, Computer simulation, Continuum mechanics, Fluids, Mass measurement, Measurement uncertainty, Metals, Physicists, Physics, Simulation

Proceedings Papers

Bootstrapping and Jackknife Resampling to Improve Sparse-Sample UQ Methods for Tail Probability Estimation

Charles F. Jekel, Vicente Romero

Proc. ASME. VVS2019, ASME 2019 Verification and Validation Symposium, V001T06A003, May 15–17, 2019

Paper No: VVS2019-5127

DOI: https://doi.org/10.1115/VVS2019-5127

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Topics: Probability, Uncertainty quantification, Reliability, Risk, Shapes, Uncertainty

Proceedings Papers

Exploring the Uncertainty in the Equation of State for a High Explosive Fit to Heterogeneous Data

Stephen A. Andrews, Andrew M. Fraser, Scott I. Jackson, Eric K. Anderson

Proc. ASME. VVS2019, ASME 2019 Verification and Validation Symposium, V001T06A001, May 15–17, 2019

Paper No: VVS2019-5124

DOI: https://doi.org/10.1115/VVS2019-5124

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Topics: Equations of state, Explosives, Uncertainty, Calibration, Temperature, Density, Explosions, Metals, Optimization, Physics

Proceedings Papers

Sequential Bayesian History Matching for Model Calibration

Paul Gardner, Charles Lord, Robert J. Barthorpe

Proc. ASME. VVS2019, ASME 2019 Verification and Validation Symposium, V001T06A004, May 15–17, 2019

Paper No: VVS2019-5149

DOI: https://doi.org/10.1115/VVS2019-5149

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Topics: Calibration, Computers, Errors, Uncertainty, Accounting, Physics

Proceedings Papers

Numerical and Parameter Uncertainties: Are They Independent?

Luís Eça, Rui Lopes, Filipe Soares Pereira, Guilherme Vaz

Proc. ASME. VVS2019, ASME 2019 Verification and Validation Symposium, V001T06A002, May 15–17, 2019

Paper No: VVS2019-5125

DOI: https://doi.org/10.1115/VVS2019-5125

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Topics: Uncertainty, Errors, Computational fluid dynamics, Turbulence, Airfoils, Boundary-value problems, Eddies (Fluid dynamics), Engineering simulation, Flat plates, Flow (Dynamics)

Proceedings Papers

Validation of a Surrogate Model for Marine Mammal Lung Dynamics Under Underwater Explosive Impulse

Emily L. Guzas, Stephen E. Turner, Matthew Babina, Brandon Casper, Thomas N. Fetherston, Joseph M. Ambrico

Proc. ASME. VVS2019, ASME 2019 Verification and Validation Symposium, V001T08A001, May 15–17, 2019

Paper No: VVS2019-5143

DOI: https://doi.org/10.1115/VVS2019-5143

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Topics: Dynamics (Mechanics), Explosives, Impulse (Physics), Lung, Biological tissues, Shock (Mechanics), Fluid structure interaction, Approximation, Simulation, Wounds

NARROW

Sensitivity Analysis and Bayesian Calibration of a Holmquist-Johnson-Cook Material Model for Cellular Concrete Subjected to Impact Loading

Bayesian Calibrating Educational Building Thermal Models to Hourly Indoor Air Temperature: Methodology and Case Study

Error Quantification of Nusselt Number Analysis in Miniature Heat Sinks: Verification and Validation Assessment

Response Effects Due to Polygonal Representation of Pores in Porous Media Thermal Models

Discretization Error Estimation in Subsonic, Transonic and Supersonic Flows of an Inviscid Fluid Over a Bump

High-Fidelity Calculation of Effective Thermal Response of Composite Media With Heat Generation Source

On the Interpretation and Scope of the V&V 20 Standard for Verification and Validation in Computational Fluid Dynamics and Heat Transfer

On the Role of Discretization Errors in the Quantification of Parameter Uncertainties

Non-Uniqueness in Model Parameterization and its Potential Contribution to Uncertainty

Limiting Machine Learning Overfitting Uncertainties Through Persistent Homology

Full Function Sampling of Uncertain Correlations

CFD Verification and Validation Exercise: Turbulent Mixing of Stratified Layer

Comparison of Methodologies for Finite Element Model Validation of Railroad Tank Car Side Impact Tests

Bayesian Approach to Estimating Fireball Parameters From Remote Sensing Data

Analytic Solutions As a Tool for Verification and Validation of a Multiphysics Model

Bootstrapping and Jackknife Resampling to Improve Sparse-Sample UQ Methods for Tail Probability Estimation

Exploring the Uncertainty in the Equation of State for a High Explosive Fit to Heterogeneous Data

Sequential Bayesian History Matching for Model Calibration

Numerical and Parameter Uncertainties: Are They Independent?

Validation of a Surrogate Model for Marine Mammal Lung Dynamics Under Underwater Explosive Impulse

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