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Journal Articles

NURBS-OT: An Advanced Model for Generative Curve Modeling

Available to Purchase
Shaoliang Yang, Jun Wang, Kang Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031703.
Paper No: MD-24-1312
https://doi.org/10.1115/1.4066549
Published Online: October 18, 2024
View Articletitled, NURBS-OT: An Advanced Model for Generative Curve Modeling
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Topics: Airfoils, Algorithms, B-splines, Generative adversarial networks, Machine learning, Modeling, Optimization, Shapes, Parametrization, Design
Journal Articles

Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods

Available to Purchase
Milad Habibi, Shai Bernard, Jun Wang, Mark Fuge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021701.
Paper No: MD-23-1702
https://doi.org/10.1115/1.4066102
Published Online: August 28, 2024
View Articletitled, Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods
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Topics: Design, Heat conduction, Optimization, Topology optimization, Cantilever beams, Errors, Trajectories (Physics)
Includes: Supplementary data
Journal Articles

Neural Network-Assisted Design: A Study of Multiscale Topology Optimization With Smoothly Graded Cellular Structures

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Sina Rastegarzadeh, Jun Wang, Jida Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011701.
Paper No: MD-22-1154
https://doi.org/10.1115/1.4055505
Published Online: October 7, 2022
View Articletitled, Neural Network-Assisted Design: A Study of Multiscale Topology Optimization With Smoothly Graded Cellular Structures
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Topics: Design, Optimization, Topology, Finite element analysis, Density, Artificial neural networks, Resolution (Optics)
Journal Articles

Inverse Design of Two-Dimensional Airfoils Using Conditional Generative Models and Surrogate Log-Likelihoods

Free
Qiuyi Chen, Jun Wang, Phillip Pope, Wei (Wayne) Chen, Mark Fuge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021712.
Paper No: MD-21-1228
https://doi.org/10.1115/1.4052846
Published Online: December 6, 2021
View Articletitled, Inverse Design of Two-Dimensional Airfoils Using Conditional Generative Models and Surrogate Log-Likelihoods
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Topics: Airfoils, Design, Optimization
Includes: Supplementary data
Journal Articles

Geometric Design and Analysis of Novel Asymmetrical Rotors for Roots Vacuum Pumps

Available to Purchase
Jun Wang, Shuran Yang, Rundong Sha, Hongxin Li, Chao Xu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. June 2020, 142(6): 064501.
Paper No: MD-19-1253
https://doi.org/10.1115/1.4045451
Published Online: November 25, 2019
View Articletitled, Geometric Design and Analysis of Novel Asymmetrical Rotors for Roots Vacuum Pumps
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Topics: Rotors, Design, Vacuum pumps