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Journal Articles

Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks

Accepted Manuscript
Hongrui Chen, Aditya Joglekar, Kate Whitefoot, Levent Burak Kara
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1598
DOI: https://doi.org/10.1115/1.4062663
Published Online: June 2, 2023
View Article titled, Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks
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Topics: Additive manufacturing, Artificial neural networks, Image segmentation, Topology optimization, Density, Optimization, Topology, Artificial intelligence, Boundary-value problems, Computer-aided design
Journal Articles

A Single-fidelity Surrogate Modeling Method based on Nonlinearity Integrated Multi-fidelity Surrogate

Accepted Manuscript
Kunpeng Li, Xiwang He, Liye Lv, Jiaxiang Zhu, Guangbo Hao, Haiyang Li, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1637
DOI: https://doi.org/10.1115/1.4062665
Published Online: June 2, 2023
View Article titled, A Single-fidelity Surrogate Modeling Method based on Nonlinearity Integrated Multi-fidelity Surrogate
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Topics: Metamodeling
Journal Articles

GRAPH NEURAL NETWORK-BASED DESIGN DECISION SUPPORT FOR SHARED MOBILITY SYSTEMS

Accepted Manuscript
Yinshuang Xiao, Faez Ahmed, Zhenghui Sha
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1713
DOI: https://doi.org/10.1115/1.4062666
Published Online: June 2, 2023
View Article titled, GRAPH NEURAL NETWORK-BASED DESIGN DECISION SUPPORT FOR SHARED MOBILITY SYSTEMS
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Topics: Design, Mechanical admittance
Journal Articles

A unified inverse design and optimization workflow for the Miura-oRing metastructure

Accepted Manuscript
Yao Chen, Jiayao Shi, Ruoqi He, Chenhao Lu, Pan Shi, Jian Feng, Pooya Sareh
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1714
DOI: https://doi.org/10.1115/1.4062667
Published Online: June 2, 2023
View Article titled, A unified inverse design and optimization workflow for the Miura-oRing metastructure
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Topics: Design, Optimization, Workflow
Journal Articles

Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin

Accepted Manuscript
Weifei Hu, Jiquan Yan, Feng Zhao, Chen Jiang, Hongwei Liu, Hyunkyoo Cho, Ikjin Lee
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1042
DOI: https://doi.org/10.1115/1.4062668
Published Online: June 2, 2023
View Article titled, Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin
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Topics: Digital twin, Event history analysis, Reliability, Experimental design, Stochastic processes, Boring machines, Computer simulation, Design, Engineering systems and industry applications, Engineers
Journal Articles

Net-HDMR metamodeling method for high dimensional problems

Accepted Manuscript
Jie Liu, Yue Zhao, Fei Lei, Fei Ding
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1128
DOI: https://doi.org/10.1115/1.4062669
Published Online: June 2, 2023
View Article titled, Net-HDMR metamodeling method for high dimensional problems
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Topics: Metamodeling
Journal Articles

A 3D Structure Mapping-Based Efficient Topology Optimization Framework

Kangjie Li, Wenjing Ye, Yicong Gao
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081703.
Paper No: MD-22-1746
DOI: https://doi.org/10.1115/1.4062352
Published Online: May 30, 2023
View Article titled, A 3D Structure Mapping-Based Efficient Topology Optimization Framework
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Topics: Design, Topology optimization, Artificial neural networks
Journal Articles

A Right-Hand-Side function surrogate model-based method for the black-box dynamic optimization problem

Accepted Manuscript
Qi Zhang, Yizhong Wu, Ping Qiao, Li Lu, Zhehao Xia
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1737
DOI: https://doi.org/10.1115/1.4062641
Published Online: May 30, 2023
View Article titled, A Right-Hand-Side function surrogate model-based method for the black-box dynamic optimization problem
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Topics: Design, Optimization, Approximation, Construction, Dynamic systems, Engineering simulation, Horizontal axis wind turbines, Jacobian matrices, Metamodeling, Simulation
Journal Articles

Manufacturing-Cost-Driven Topology Optimization of Welded Frame Structures

Hongye Gu, Hollis Smith, Julián A. Norato
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081702.
Paper No: MD-22-1379
DOI: https://doi.org/10.1115/1.4062394
Published Online: May 22, 2023
View Article titled, Manufacturing-Cost-Driven Topology Optimization of Welded Frame Structures
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Topics: Density, Design, Manufacturing, Topology optimization, Cantilever beams, Welding
Journal Articles

An efficient reliability analysis method based on the improved radial basis function neural network

Accepted Manuscript
Dequan Zhang, Zida Zhao, Heng Ouyang, Zeping Wu, Xu Han
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1411
DOI: https://doi.org/10.1115/1.4062584
Published Online: May 22, 2023
View Article titled, An efficient reliability analysis method based on the improved radial basis function neural network
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Topics: Event history analysis, Radial basis function networks, Reliability, Algorithms, Artificial neural networks, Design, Design under uncertainty, Particle swarm optimization, Robots, Shapes
Journal Articles

Comparing Mechanical Neural-Network Learning Algorithms

Ryan H. Lee, Pietro Sainaghi, Jonathan B. Hopkins
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071704.
Paper No: MD-22-1782
DOI: https://doi.org/10.1115/1.4062313
Published Online: May 18, 2023
View Article titled, Comparing Mechanical Neural-Network Learning Algorithms
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Topics: Algorithms, Artificial neural networks, Simulation
Journal Articles

Design, Analysis, and Experiment of the Origami Robot Based on Spherical-Linkage Parallel Mechanism

Yuntao Guan, Zheming Zhuang, Ze Zhang, Jian S. Dai
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081701.
Paper No: MD-22-1549
DOI: https://doi.org/10.1115/1.4062497
Published Online: May 18, 2023
View Article titled, Design, Analysis, and Experiment of the Origami Robot Based on Spherical-Linkage Parallel Mechanism
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Topics: Design, Hinges, Manufacturing, Robots, Simulation, Parallel mechanisms, Finite element analysis
Journal Articles

Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach

L. Chen, Z. Zhang, G. Yang, Q. Zhou, Y. Xia, C. Jiang
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
DOI: https://doi.org/10.1115/1.4062271
Published Online: May 17, 2023
View Article titled, Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach
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Topics: Dimensions, Errors, Event history analysis, Reliability, Uncertainty, Probability, Construction
Journal Articles

Multifidelity Algorithm for the Sensitivity Analysis of Multidisciplinary Problems

Vincent Drouet, Mathieu Balesdent, Loïc Brevault, Sylvain Dubreuil, Jérôme Morio
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071703.
Paper No: MD-22-1418
DOI: https://doi.org/10.1115/1.4062332
Published Online: May 17, 2023
View Article titled, Multifidelity Algorithm for the Sensitivity Analysis of Multidisciplinary Problems
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Topics: Algorithms, Computation, Engineering disciplines, Sensitivity analysis, Experimental design, Errors
Includes: Supplementary data
Journal Articles

A dimension-selection based constrained multi-objective optimization algorithm using a combination of AI methods

Accepted Manuscript
Di Wu, Dmitry Sotnikov, G. Gary Wang, Eric Coatanea, Mika Lyly, Tiina Slami
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1006
DOI: https://doi.org/10.1115/1.4062548
Published Online: May 16, 2023
View Article titled, A dimension-selection based constrained multi-objective optimization algorithm using a combination of AI methods
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Topics: Algorithms, Design, Dimensions, Optimization, Pareto optimization
Journal Articles

Computational Design of Multi-State Lattice Structures With Finite Mechanisms for Shape Morphing

Thomas S. Lumpe, Kristina Shea
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071701.
Paper No: MD-22-1267
DOI: https://doi.org/10.1115/1.4056928
Published Online: March 31, 2023
View Article titled, Computational Design of Multi-State Lattice Structures With Finite Mechanisms for Shape Morphing
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Topics: Deformation, Design, Kinematics, Optimization, Shapes, Stress, Simulation, Manufacturing
Includes: Supplementary data
Journal Articles

Multidisciplinary Topology Optimization Using Generative Adversarial Networks for Physics-Based Design Enhancement

Corey M. Parrott, Diab W. Abueidda, Kai A. James
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061704.
Paper No: MD-22-1589
DOI: https://doi.org/10.1115/1.4056929
Published Online: March 16, 2023
View Article titled, Multidisciplinary Topology Optimization Using Generative Adversarial Networks for Physics-Based Design Enhancement
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Topics: Design, Physics, Topology optimization, Errors, Thermoelasticity
Journal Articles

An Efficient Decoupled Reliability-Based Topology Optimization Method Based on a Performance Shift Strategy

Jing Zheng, Liang Yuan, Chao Jiang, Zhe Zhang
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061705.
Paper No: MD-22-1402
DOI: https://doi.org/10.1115/1.4056999
Published Online: March 16, 2023
View Article titled, An Efficient Decoupled Reliability-Based Topology Optimization Method Based on a Performance Shift Strategy
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Topics: Design, Displacement, Event history analysis, Optimization, Reliability, Topology optimization, Topology, Algorithms, Cantilever beams, Cycles
Journal Articles

Design and Analysis of Multifidelity Finite Element Simulations

Henry Shaowu Yuchi, V. Roshan Joseph, C. F. Jeff Wu
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061703.
Paper No: MD-22-1200
DOI: https://doi.org/10.1115/1.4056874
Published Online: March 15, 2023
View Article titled, Design and Analysis of Multifidelity Finite Element Simulations
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Topics: Design, Experimental design, Finite element analysis, Modeling, Simulation, Engineering simulation, Deflection, Cantilever beams
Journal Articles

Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods

Sarah Case, Jeremy J. Michalek, Kate S. Whitefoot
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061702.
Paper No: MD-22-1435
DOI: https://doi.org/10.1115/1.4056685
Published Online: February 20, 2023
View Article titled, Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods
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Topics: Batteries, China, Design, Equilibrium (Physics), Optimization, Algorithms, Vehicles, Product design
Includes: Supplementary data