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Journal Articles

Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems

Accepted Manuscript
John Michopoulos, Anindya Bhaduri, Francisco Chinesta, Elias Cueto, Dehao Liu, Sandipp Krishnan Ravi, Jian-Xun Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1524
https://doi.org/10.1115/1.4066791
Published Online: October 4, 2024
View Article titled, Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems
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Topics: Machine learning, Manufacturing, Artificial intelligence, Computer-aided engineering, Computer-aided manufacturing, Engineering systems and industry applications
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

Propagation of Input Uncertainty in Presence of Model-Form Uncertainty: A Multifidelity Approach for Computational Fluid Dynamics Applications

Jian-Xun Wang, Christopher J. Roy, Heng Xiao
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2018, 4(1): 011002.
Paper No: RISK-16-1107
https://doi.org/10.1115/1.4037452
Published Online: September 7, 2017
View Article titled, Propagation of Input Uncertainty in Presence of Model-Form Uncertainty: A Multifidelity Approach for Computational Fluid Dynamics Applications
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Topics: Computational fluid dynamics, Simulation, Uncertainty, Airfoils, Modeling
Includes: Supplementary data
Proceedings Papers

An Agent-Based Approach to Collaborative Product Design

Jian Xun Wang, Ming Xi Tang
Proc. ASME. IDETC-CIE2006, Volume 3: 26th Computers and Information in Engineering Conference, 715-722, September 10–13, 2006
Publisher: American Society of Mechanical Engineers
Paper No: DETC2006-99149
https://doi.org/10.1115/DETC2006-99149
View Paper titled, An Agent-Based Approach to Collaborative Product Design
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Topics: Design, Product design