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Journal Articles

Reducing Geometric Uncertainty in Computational Hemodynamics by Deep Learning-Assisted Parallel-Chain MCMC

Pan Du, Jian-Xun Wang
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. December 2022, 144(12): 121009.
Paper No: BIO-22-1104
https://doi.org/10.1115/1.4055809
Published Online: October 17, 2022
View Article titled, Reducing Geometric Uncertainty in Computational Hemodynamics by Deep Learning-Assisted Parallel-Chain MCMC
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Topics: Algorithms, Aorta, Chain, Computational fluid dynamics, Flow (Dynamics), Hemodynamics, Modeling, Simulation, Uncertainty, Artificial neural networks
Journal Articles

A Metamodeling Approach for Instant Severity Assessment and Uncertainty Quantification of Iliac Artery Stenoses

S. G. H. Heinen, K. Gashi, D. A. F van den Heuvel, J. P. P. M. de Vries, F. N. van de Vosse, T. Delhaas, W. Huberts
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. January 2020, 142(1): 011010.
Paper No: BIO-18-1404
https://doi.org/10.1115/1.4044502
Published Online: October 1, 2019
View Article titled, A Metamodeling Approach for Instant Severity Assessment and Uncertainty Quantification of Iliac Artery Stenoses
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Topics: Computational fluid dynamics, Databases, Polynomials, Pressure drop, Sensitivity analysis, Uncertainty, Uncertainty quantification, Chaos
Journal Articles

Investigation of Biotransport in a Tumor With Uncertain Material Properties Using a Nonintrusive Spectral Uncertainty Quantification Method

Alen Alexanderian, Liang Zhu, Maher Salloum, Ronghui Ma, Meilin Yu
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. September 2017, 139(9): 091006.
Paper No: BIO-17-1044
https://doi.org/10.1115/1.4037102
Published Online: July 14, 2017
View Article titled, Investigation of Biotransport in a Tumor With Uncertain Material Properties Using a Nonintrusive Spectral Uncertainty Quantification Method
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Topics: Materials properties, Permeability, Pressure, Tumors, Uncertainty, Uncertainty quantification, Porosity, Polynomials
Journal Articles

A Robust and Subject-Specific Hemodynamic Model of the Lower Limb Based on Noninvasive Arterial Measurements

Laurent Dumas, Tamara El Bouti, Didier Lucor
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. January 2017, 139(1): 011002.
Paper No: BIO-16-1133
https://doi.org/10.1115/1.4034833
Published Online: November 4, 2016
View Article titled, A Robust and Subject-Specific Hemodynamic Model of the Lower Limb Based on Noninvasive Arterial Measurements
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Topics: Boundary-value problems, Cardiovascular system, Hemodynamics, Optimization, Physiology, Pressure, Stiffness, Uncertainty, Uncertainty quantification, Waves
Journal Articles

Application of an Adaptive Polynomial Chaos Expansion on Computationally Expensive Three-Dimensional Cardiovascular Models for Uncertainty Quantification and Sensitivity Analysis

Sjeng Quicken, Wouter P. Donders, Emiel M. J. van Disseldorp, Kujtim Gashi, Barend M. E. Mees, Frans N. van de Vosse, Richard G. P. Lopata, Tammo Delhaas, Wouter Huberts
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. December 2016, 138(12): 121010.
Paper No: BIO-16-1139
https://doi.org/10.1115/1.4034709
Published Online: November 4, 2016
View Article titled, Application of an Adaptive Polynomial Chaos Expansion on Computationally Expensive Three-Dimensional Cardiovascular Models for Uncertainty Quantification and Sensitivity Analysis
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Topics: Algorithms, Chaos, Polynomials, Uncertainty quantification, Uncertainty, Cardiovascular system, Sensitivity analysis
Journal Articles

A Stochastic Collocation Method for Uncertainty Quantification and Propagation in Cardiovascular Simulations

Sethuraman Sankaran, Alison L. Marsden
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research Papers
J Biomech Eng. March 2011, 133(3): 031001.
https://doi.org/10.1115/1.4003259
Published Online: February 4, 2011
View Article titled, A Stochastic Collocation Method for Uncertainty Quantification and Propagation in Cardiovascular Simulations
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Topics: Aneurysms, Bifurcation, Cardiovascular system, Carotid arteries, Engineering simulation, Flow (Dynamics), Hemodynamics, Shear stress, Simulation, Uncertainty