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Journal Articles

NURBS-OT: An Advanced Model for Generative Curve Modeling

Accepted Manuscript
Shaoliang Yang, Jun Wang, Kang Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1312
https://doi.org/10.1115/1.4066549
Published Online: September 13, 2024
View Article titled, NURBS-OT: An Advanced Model for Generative Curve Modeling
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Topics: Modeling, B-splines, Generative adversarial networks, Airfoils, Computer-aided design, Computers, Data-driven design, Deep learning, Design automation, Generative design
Journal Articles

Probing the Synergy of Calcium Sulfonate Complex Soap and Polyurea Complex Thickener Toward Good Lubrication and Rheological Properties

Hong Zhang, Yimin Mo, Changye Liu, Jun Wang
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. February 2025, 147(2): 024601.
Paper No: TRIB-24-1188
https://doi.org/10.1115/1.4066307
Published Online: September 11, 2024
View Article titled, Probing the Synergy of Calcium Sulfonate Complex Soap and Polyurea Complex Thickener Toward Good Lubrication and Rheological Properties
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Topics: Friction, Lubrication, Rheology, Thickening agents, Tribology, Wear, Shear (Mechanics)
Journal Articles

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

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 Article titled, 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

Study on Monitoring of Vacuum Preloading Process of Soft Soil Based on Electromechanical Impedance Technique

Xiuyong Wu, Qicha Wang, Xiangzhen Qin, Jun Wang, Xiaoxiao Zhu, Zhiming Liu, Xiaojun Ying
Journal: Geotechnical Testing Journal
Publisher: ASTM International
Article Type: Technical Papers
Geotech. Test. J.. May 2024, 47(3)
Paper No: GTJ20230345
https://doi.org/10.1520/GTJ20230345
Published Online: May 1, 2024
View Article titled, Study on Monitoring of Vacuum Preloading Process of Soft Soil Based on Electromechanical Impedance Technique
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Journal Articles

An Improved Passage-Flow Turning Model for Forward-Curved Blades of Squirrel-Cage Fan

Boyan Jiang, Xiaopei Yang, Jun Wang, Zhiliang Lin, Jinkang Hu
Journal: Journal of Turbomachinery
Publisher: ASME
Article Type: Research Papers
J. Turbomach. May 2024, 146(5): 051007.
Paper No: TURBO-21-1304
https://doi.org/10.1115/1.4064309
Published Online: January 16, 2024
View Article titled, An Improved Passage-Flow Turning Model for Forward-Curved Blades of Squirrel-Cage Fan
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Topics: Blades, Flow (Dynamics), Pressure
Journal Articles

Deep Learning in Computational Design Synthesis: A Comprehensive Review

Shubhendu Kumar Singh, Rahul Rai, Raj Pradip Khawale, Darshil Patel, Dustin Bielecki, Ryan Nguyen, Jun Wang, Zhibo Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. April 2024, 24(4): 040801.
Paper No: JCISE-23-1408
https://doi.org/10.1115/1.4064215
Published Online: January 8, 2024
View Article titled, Deep Learning in Computational Design Synthesis: A Comprehensive Review
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Topics: Artificial neural networks, Design, Machine learning, Dimensions
Proceedings Papers

Air Shield Design for Preventing Inhalation on Turbofan-Engines of Passenger-Jets

Yunchen Li, Jun Wang
Proc. ASME. IDETC-CIE2023, Volume 8: 47th Mechanisms and Robotics Conference (MR), V008T08A092, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116881
https://doi.org/10.1115/DETC2023-116881
View Paper titled, Air Shield Design for Preventing Inhalation on Turbofan-Engines of Passenger-Jets
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Topics: Design, Engines, Jets, Turbofans, Air flow, Compressors, Three-dimensional models, Accidents, Aircraft, Aircraft engines
Proceedings Papers

Design and Optimization of Quasi-Periodic Volumetric Microstructures by Aperiodic Tiling and Implicit Function

Jun Wang, Rahul Rai
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A041, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116668
https://doi.org/10.1115/DETC2023-116668
View Paper titled, Design and Optimization of Quasi-Periodic Volumetric Microstructures by Aperiodic Tiling and Implicit Function
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Topics: Design, Optimization, Periodic structures, Engineering systems and industry applications, Stress, Tiles, Weight (Mass)
Proceedings Papers

When Is it Actually Worth Learning Inverse Design?

Milad Habibi, Jun Wang, Mark Fuge
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A025, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116678
https://doi.org/10.1115/DETC2023-116678
View Paper titled, When Is it Actually Worth Learning Inverse Design?
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Topics: Design, Topology optimization, Optimization, Artificial neural networks, Design methodology, Machine learning, Physics, Shapes
Proceedings Papers

Architected Cellular Materials for Aerospace Components Design and Manufacturing

Sina Rastegarzadeh, Jida Huang, Jun Wang
Proc. ASME. SSDM2023, ASME 2023 Aerospace Structures, Structural Dynamics, and Materials Conference, V001T01A007, June 19–21, 2023
Publisher: American Society of Mechanical Engineers
Paper No: SSDM2023-107329
https://doi.org/10.1115/SSDM2023-107329
View Paper titled, Architected Cellular Materials for Aerospace Components Design and Manufacturing
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Topics: Additive manufacturing, Aerospace industry, Design, Manufacturing, Optimization, Sandwich structures
Proceedings Papers

Review of Operating License Extension of Nuclear Power Plants

Zhilin Chen, Xiaowei Li, Ping Huang, Chunhui Wang, Jun Wang, Zhiyuan Chi, Kuiyuan Fang, Yinghui An, Yanwei Zhang
Proc. ASME. ICONE29, Volume 1: Nuclear Plant Operation and Maintenance, Engineering and Modification, Operation Life Extension (OLE), and Life Cycle, V001T01A082, August 8–12, 2022
Publisher: American Society of Mechanical Engineers
Paper No: ICONE29-93427
https://doi.org/10.1115/ICONE29-93427
View Paper titled, Review of Operating License Extension of Nuclear Power Plants
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Topics: Licensing, Nuclear power stations
Proceedings Papers

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

Shai Bernard, Jun Wang, Mark Fuge
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A004, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90065
https://doi.org/10.1115/DETC2022-90065
View Paper titled, Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods
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Topics: Design methodology, Errors, Optimization, Topology, Algorithms, Design, Geometry, Heat sinks, Machinery, Sensitivity analysis
Proceedings Papers

Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer

Sina Rastegarzadeh, Jun Wang, Jida Huang
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A041, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89538
https://doi.org/10.1115/DETC2022-89538
View Paper titled, Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer
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Topics: Optimization, Topology, Design, Machine learning, Resolution (Optics), Structural design, Artificial neural networks, Density, Filters, Interpolation
Proceedings Papers

Experimental Validation of Origami’s Reservoir Computing Power and an Mechano-Intelligent Task of Payload Identification

Jun Wang, Suyi Li
Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A064, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89501
https://doi.org/10.1115/DETC2022-89501
View Paper titled, Experimental Validation of Origami’s Reservoir Computing Power and an Mechano-Intelligent Task of Payload Identification
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Topics: Reservoirs
Journal Articles

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

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 Article titled, 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

Optimization of Inert Gas Feeding Strategy in a Fixed-Bed Reactor for Efficient Water Splitting Via Solar-Driven Thermal Reduction of Nonstoichiometric CeO 2

Song Yang, Bo Wang, Peter D. Lund, Jun Wang
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. October 2022, 144(5): 051008.
Paper No: SOL-21-1080
https://doi.org/10.1115/1.4054394
Published Online: May 10, 2022
View Article titled, Optimization of Inert Gas Feeding Strategy in a Fixed-Bed Reactor for Efficient Water Splitting Via Solar-Driven Thermal Reduction of Nonstoichiometric CeO 2
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Topics: Flow (Dynamics), Genetic algorithms, Optimization, Solar energy, Temperature, Thermal efficiency, Water, Oxygen, Pressure, Heat recovery
Journal Articles

The Regularity of Stress Shielding in Internal Fixation Characterized by Hydromechanics

Yu Li, Han Fei, Jun Wang, Ting Li, Yihui Feng, Yong Huan
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. April 2022, 144(4): 041009.
Paper No: BIO-21-1257
https://doi.org/10.1115/1.4052884
Published Online: December 17, 2021
View Article titled, The Regularity of Stress Shielding in Internal Fixation Characterized by Hydromechanics
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Topics: Bone, Flow (Dynamics), Manifolds, Screws, Stress, Fracture (Materials), Fracture (Process)
Journal Articles

Functionally Graded Non-Periodic Cellular Structure Design and Optimization

Jun Wang, Jida Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031006.
Paper No: JCISE-21-1273
https://doi.org/10.1115/1.4053039
Published Online: December 10, 2021
View Article titled, Functionally Graded Non-Periodic Cellular Structure Design and Optimization
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Topics: Design, Optimization
Journal Articles

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

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 Article titled, 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
Proceedings Papers

Two-Scale Topology Optimization With Parameterized Cellular Structures

Sina Rastegarzadeh, Jun Wang, Jida Huang
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A046, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71980
https://doi.org/10.1115/DETC2021-71980
View Paper titled, Two-Scale Topology Optimization With Parameterized Cellular Structures
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Topics: Optimization, Topology, Design, Resolution (Optics), Stiffness, Structural optimization, Additive manufacturing, Elasticity, Engineering design, Manufacturing