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Journal Articles

Inverse Design of 2D Shape-Morphing Structures

Accepted Manuscript
Mohammad Abu-Mualla, Victor Jiron, Jida Huang
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1086
https://doi.org/10.1115/1.4063191
Published Online: August 16, 2023
View Article titled, Inverse Design of 2D Shape-Morphing Structures
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Topics: Design, Design automation, Shapes, Poisson ratio, Tensile testing, Algorithms, Artificial neural networks, Computer simulation, Computer-aided design, Design for Manufacturing
Journal Articles

A Conformal Design Approach of TPMS-Based Porous Microchannels With Freeform Boundaries

Zi-Peng Chi, Qing-Hui Wang, Jing-Rong Li, Hai-Long Xie
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 102001.
Paper No: MD-23-1085
https://doi.org/10.1115/1.4062881
Published Online: August 3, 2023
View Article titled, A Conformal Design Approach of TPMS-Based Porous Microchannels With Freeform Boundaries
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Topics: Design, Microchannels, Topology, Algorithms, Parametrization, Image segmentation
Journal Articles

An Efficient Reliability Analysis Method Based on the Improved Radial Basis Function Neural Network

Dequan Zhang, Zida Zhao, Heng Ouyang, Zeping Wu, Xu Han
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081705.
Paper No: MD-22-1411
https://doi.org/10.1115/1.4062584
Published Online: June 15, 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, Failure, Probability, Radial basis function networks, Robots, Reliability, Algorithms
Journal Articles

A Dimension Selection-Based Constrained Multi-Objective Optimization Algorithm Using a Combination of Artificial Intelligence Methods

Di Wu, Dmitry Sotnikov, G. Gary Wang, Eric Coatanea, Mika Lyly, Tiina Salmi
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081704.
Paper No: MD-23-1006
https://doi.org/10.1115/1.4062548
Published Online: June 9, 2023
View Article titled, A Dimension Selection-Based Constrained Multi-Objective Optimization Algorithm Using a Combination of Artificial Intelligence Methods
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Topics: Algorithms, Artificial neural networks, Design, Dimensions, Optimization, Pareto optimization, Simulation, Solenoids
Journal Articles

Multi-Objective Optimal Design of a Cable-Driven Parallel Robot Based on an Adaptive Adjustment Inertia Weight Particle Swarm Optimization Algorithm

Bin Zhou, Sipan Li, Bin Zi, Bing Chen, Weidong Zhu
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 083301.
Paper No: MD-22-1730
https://doi.org/10.1115/1.4062458
Published Online: May 22, 2023
View Article titled, Multi-Objective Optimal Design of a Cable-Driven Parallel Robot Based on an Adaptive Adjustment Inertia Weight Particle Swarm Optimization Algorithm
Open the PDF for Multi-Objective Optimal Design of a Cable-Driven Parallel Robot Based on an Adaptive Adjustment Inertia Weight Particle Swarm Optimization Algorithm in another window
Topics: Algorithms, Cables, Design, End effectors, Inertia (Mechanics), Particle swarm optimization, Weight (Mass), Kinematics, Robots, Optimization
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
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

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
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

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
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

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
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
Journal Articles

An Algorithm for Multi-Objective Efficient Parametric Optimization

Jonathan M. Weaver-Rosen, Richard J. Malak, Jr.
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031709.
Paper No: MD-22-1364
https://doi.org/10.1115/1.4056764
Published Online: February 17, 2023
View Article titled, An Algorithm for Multi-Objective Efficient Parametric Optimization
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Topics: Algorithms, Design, Optimization
Journal Articles

Customized Product Configuration Rule Intelligent Extraction and Dynamic Updating Method Based on the Least Recently Used Dynamic Decision Tree

Zili Wang, Wenqi Ge, Lemiao Qiu, Shuyou Zhang, Jiali Zhou, Kerui Hu, Naiyu Fang
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 051701.
Paper No: MD-22-1438
https://doi.org/10.1115/1.4056498
Published Online: January 10, 2023
View Article titled, Customized Product Configuration Rule Intelligent Extraction and Dynamic Updating Method Based on the Least Recently Used Dynamic Decision Tree
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Topics: Algorithms, Design, Elevators, Machinery, Traction
Journal Articles

A Hybrid Semantic Networks Construction Framework for Engineering Design

Cheligeer Cheligeer, Jiami Yang, Amin Bayatpour, Alexandra Miklin, Stéphane Dufresne, Lan Lin, Nadia Bhuiyan, Yong Zeng
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041405.
Paper No: MD-22-1501
https://doi.org/10.1115/1.4056076
Published Online: December 14, 2022
View Article titled, A Hybrid Semantic Networks Construction Framework for Engineering Design
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Topics: Construction, Design, Modeling, Semantics, Engineering design, Algorithms, Aircraft, Braking
Journal Articles

Learning to Design Without Prior Data: Discovering Generalizable Design Strategies Using Deep Learning and Tree Search

Ayush Raina, Jonathan Cagan, Christopher McComb
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031402.
Paper No: MD-22-1326
https://doi.org/10.1115/1.4056221
Published Online: December 9, 2022
View Article titled, Learning to Design Without Prior Data: Discovering Generalizable Design Strategies Using Deep Learning and Tree Search
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Topics: Boundary-value problems, Design, Algorithms
Journal Articles

An Interactive Rehabilitation Mechanism Design System for Kinematic and Kinetostatic Synthesis With Expandable Solution Space

Xiangyun Li, Xin Shu, Peng Chen, Xi Yu, Kang Li
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023302.
Paper No: MD-22-1473
https://doi.org/10.1115/1.4056007
Published Online: November 1, 2022
View Article titled, An Interactive Rehabilitation Mechanism Design System for Kinematic and Kinetostatic Synthesis With Expandable Solution Space
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Topics: Design, Errors, Kinematics, Gravity (Force), Linkages, Algorithms, Springs
Journal Articles

G-Lattices: A Novel Lattice Structure and Its Generative Synthesis Under Additive Manufacturing Constraints

Arash Armanfar, Erkan Gunpinar
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011702.
Paper No: MD-21-1767
https://doi.org/10.1115/1.4054675
Published Online: October 17, 2022
View Article titled, G-Lattices: A Novel Lattice Structure and Its Generative Synthesis Under Additive Manufacturing Constraints
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Topics: Design, Particulate matter, Struts (Engineering), Additive manufacturing, Optimization, Algorithms, Topology
Includes: Supplementary data
Journal Articles

Assessment of Student Learning Through Reflection on Doing Using the Latent Dirichlet Algorithm

Yanwei Sun, Zhenjun Ming, Zachary Ball, Shan Peng, Janet K. Allen, Farrokh Mistree
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 122301.
Paper No: MD-22-1011
https://doi.org/10.1115/1.4055376
Published Online: September 20, 2022
View Article titled, Assessment of Student Learning Through Reflection on Doing Using the Latent Dirichlet Algorithm
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Topics: Algorithms, Students, Reflection, Design
Journal Articles

An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization

Yin Liu, Shuo Wang, Kunpeng Li, Wei Sun, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111706.
Paper No: MD-22-1243
https://doi.org/10.1115/1.4055122
Published Online: August 9, 2022
View Article titled, An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization
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Topics: Design, Optimization, Pareto optimization, Pulleys, Simulation, Hoists, Algorithms, Robustness, Vickers hardness testing, Uncertainty
Journal Articles

AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm

Gang Li, Long Jiang, Bin Lu, Wanxin He
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111705.
Paper No: MD-22-1087
https://doi.org/10.1115/1.4054994
Published Online: August 8, 2022
View Article titled, AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm
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Topics: Algorithms, Event history analysis, Failure, Probability, Sampling methods, Errors, Density
Journal Articles

Dynamic Resource Allocation in Systems-of-Systems Using a Heuristic-Based Interpretable Deep Reinforcement Learning

Qiliang Chen, Babak Heydari
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091711.
Paper No: MD-22-1083
https://doi.org/10.1115/1.4055057
Published Online: August 8, 2022
View Article titled, Dynamic Resource Allocation in Systems-of-Systems Using a Heuristic-Based Interpretable Deep Reinforcement Learning
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Topics: Reinforcement learning, Resource allocation, Silicon-on-sapphire, Algorithms
Journal Articles

Artificial Intelligence Design for Ship Structures: A Variant Multiple-Input Neural Network-Based Ship Resistance Prediction

Yu Ao, Yunbo Li, Jiaye Gong, Shaofan Li
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091707.
Paper No: MD-21-1483
https://doi.org/10.1115/1.4053816
Published Online: June 16, 2022
View Article titled, Artificial Intelligence Design for Ship Structures: A Variant Multiple-Input Neural Network-Based Ship Resistance Prediction
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Topics: Algorithms, Artificial neural networks, Design, Geometry, Hull, Ships, Artificial intelligence