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Journal Articles

Deep Learning Conceptual Design of Sit-to-Stand Parallel Motion Six-Bar Mechanisms

Zhijie Lyu, Anurag Purwar
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 013306.
Paper No: MD-24-1019
https://doi.org/10.1115/1.4066036
Published Online: August 21, 2024
View Article titled, Deep Learning Conceptual Design of Sit-to-Stand Parallel Motion Six-Bar Mechanisms
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Topics: Algorithms, Artificial neural networks, Conceptual design, Databases, Design, Kinematics, Linkages, Pipelines, Machine learning, Deep learning
Journal Articles

Critical Thinking Assessment in Engineering Education: A Scopus-Based Literature Review

Saurabh Deo, Katja Hölttä-Otto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. July 2024, 146(7): 072301.
Paper No: MD-23-1190
https://doi.org/10.1115/1.4064275
Published Online: January 30, 2024
View Article titled, Critical Thinking Assessment in Engineering Education: A Scopus-Based Literature Review
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Topics: Design, Engineering education, Students, Education, Databases, Performance
Journal Articles

Evolutionary Gaussian Processes

Robert Planas, Nick Oune, Ramin Bostanabad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111703.
Paper No: MD-20-1834
https://doi.org/10.1115/1.4050746
Published Online: May 28, 2021
View Article titled, Evolutionary Gaussian Processes
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Topics: Computer programming, Errors, Interpolation, Maximum likelihood estimation, Modeling, Noise (Sound), Numerical stability, Algorithms, Databases, Optimization
Journal Articles

Deriving Design Feature Vectors for Patent Images Using Convolutional Neural Networks

Shuo Jiang, Jianxi Luo, Guillermo Ruiz-Pava, Jie Hu, Christopher L. Magee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061405.
Paper No: MD-20-1469
https://doi.org/10.1115/1.4049214
Published Online: January 29, 2021
View Article titled, Deriving Design Feature Vectors for Patent Images Using Convolutional Neural Networks
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Topics: Artificial neural networks, Design, Patents, Databases
Journal Articles

Convolutional Neural Network Surrogate Models for the Mechanical Properties of Periodic Structures

Mark C. Messner
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. February 2020, 142(2): 024503.
Paper No: MD-18-1635
https://doi.org/10.1115/1.4045040
Published Online: October 17, 2019
View Article titled, Convolutional Neural Network Surrogate Models for the Mechanical Properties of Periodic Structures
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Topics: Artificial neural networks, Mechanical properties, Optimization, Topology, Design, Periodic structures, Simulation, Databases, Trains, Modeling
Journal Articles

Synthesis of a Spatial RRSS Mechanism for Path Generation Using the Numerical Atlas Method

Wenrui Liu, Jianwei Sun, Jinkui Chu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2020, 142(1): 012303.
Paper No: MD-19-1212
https://doi.org/10.1115/1.4044110
Published Online: October 3, 2019
View Article titled, Synthesis of a Spatial RRSS Mechanism for Path Generation Using the Numerical Atlas Method
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Topics: Databases, Design, Rotation, Trajectories (Physics), Wavelets
Journal Articles

Globally Approximate Gaussian Processes for Big Data With Application to Data-Driven Metamaterials Design

Ramin Bostanabad, Yu-Chin Chan, Liwei Wang, Ping Zhu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2019, 141(11): 111402.
Paper No: MD-19-1164
https://doi.org/10.1115/1.4044257
Published Online: September 16, 2019
View Article titled, Globally Approximate Gaussian Processes for Big Data With Application to Data-Driven Metamaterials Design
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Topics: Design, Metamaterials, Modeling, Optimization, Dimensions, Databases, Shapes, Noise (Sound)
Journal Articles

The Complete Set of One-Degree-of-Freedom Planetary Gear Trains With Up to Nine Links

Wenjian Yang, Huafeng Ding
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2019, 141(4): 043301.
Paper No: MD-18-1356
https://doi.org/10.1115/1.4041482
Published Online: January 11, 2019
View Article titled, The Complete Set of One-Degree-of-Freedom Planetary Gear Trains With Up to Nine Links
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Topics: Databases, Planetary gears, Rotation, Trains, Displacement, Algorithms
Journal Articles

A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval

Feng Shi, Liuqing Chen, Ji Han, Peter Childs
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111402.
Paper No: MD-17-1117
https://doi.org/10.1115/1.4037649
Published Online: October 2, 2017
View Article titled, A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval
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Topics: Design, Information retrieval, Ontologies, Probability, Network analysis, Text analytics, Databases
Journal Articles

Probabilistic Factor Graph Based Approach for Automatic Material Assignments to Three-Dimensional Objects

Binbin Zhang, Rahul Rai
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. January 2017, 139(1): 014501.
Paper No: MD-15-1635
https://doi.org/10.1115/1.4034838
Published Online: October 14, 2016
View Article titled, Probabilistic Factor Graph Based Approach for Automatic Material Assignments to Three-Dimensional Objects
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Topics: Databases, Shapes, Algorithms, Manufacturing, Stress, Probability
Journal Articles

Dimensional Synthesis of Open Path Generator of Four-Bar Mechanisms Using the Haar Wavelet

Jianwei Sun, Wenrui Liu, Jinkui Chu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2015, 137(8): 082303.
Paper No: MD-15-1027
https://doi.org/10.1115/1.4030651
Published Online: August 1, 2015
View Article titled, Dimensional Synthesis of Open Path Generator of Four-Bar Mechanisms Using the Haar Wavelet
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Topics: Databases, Generators, Linkages, Wavelet transforms, Wavelets
Journal Articles

Latent Customer Needs Elicitation by Use Case Analogical Reasoning From Sentiment Analysis of Online Product Reviews

Feng Zhou, Roger Jianxin Jiao, Julie S. Linsey
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2015, 137(7): 071401.
Paper No: MD-14-1525
https://doi.org/10.1115/1.4030159
Published Online: July 1, 2015
View Article titled, Latent Customer Needs Elicitation by Use Case Analogical Reasoning From Sentiment Analysis of Online Product Reviews
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Topics: Algorithms, Construction, Data collection, Databases, Design, Fire, Preferences, Support vector machines, Semantics, Redundancy (Engineering)
Journal Articles

“Where Are We Now and Where Are We Going?” The BioM Innovation Database

Shoshanah R. Jacobs, Emily C. Nichol, Michael E. Helms
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2014, 136(11): 111101.
Paper No: MD-14-1080
https://doi.org/10.1115/1.4028171
Published Online: October 8, 2014
View Article titled, “Where Are We Now and Where Are We Going?” The BioM Innovation Database
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Topics: Biomimetics, Databases, Innovation, Design
Journal Articles

Mention and Focus Organism Detection and Their Applications for Scalable Systematic Bio-Ideation Tools

Dennis Vandevenne, Paul-Armand Verhaegen, R. Joost Duflou
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2014, 136(11): 111104.
Paper No: MD-14-1043
https://doi.org/10.1115/1.4028278
Published Online: October 8, 2014
View Article titled, Mention and Focus Organism Detection and Their Applications for Scalable Systematic Bio-Ideation Tools
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Topics: Algorithms, Databases, Design, Filtration, Errors, Biomedicine, Biomimetics
Journal Articles

The Biology Phenomenon Categorizer: A Human Computation Framework in Support of Biologically Inspired Design

Ryan M. Arlitt, Sebastian R. Immel, Friederich A. Berthelsdorf, Robert B. Stone
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2014, 136(11): 111105.
Paper No: MD-14-1098
https://doi.org/10.1115/1.4028348
Published Online: October 8, 2014
View Article titled, The Biology Phenomenon Categorizer: A Human Computation Framework in Support of Biologically Inspired Design
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Topics: Biology, Design, Computation, Databases
Journal Articles

Function Based Design-by-Analogy: A Functional Vector Approach to Analogical Search

Jeremy Murphy, Katherine Fu, Kevin Otto, Maria Yang, Dan Jensen, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2014, 136(10): 101102.
Paper No: MD-13-1271
https://doi.org/10.1115/1.4028093
Published Online: August 14, 2014
View Article titled, Function Based Design-by-Analogy: A Functional Vector Approach to Analogical Search
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Topics: Databases, Design, Patents, Modeling
Journal Articles

Product Resynthesis: Knowledge Discovery of the Value of End-of-Life Assemblies and Subassemblies

Sung Woo Kang, Chinmay Sane, Nitish Vasudevan, Conrad S. Tucker
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2014, 136(1): 011004.
Paper No: MD-12-1442
https://doi.org/10.1115/1.4025526
Published Online: November 7, 2013
View Article titled, Product Resynthesis: Knowledge Discovery of the Value of End-of-Life Assemblies and Subassemblies
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Topics: Databases, Decision making, Design, Manufacturing, Product design, Recycling, Sustainability, Algorithms, Dimensions
Journal Articles

Stochastic Reassembly Strategy for Managing Information Complexity in Heterogeneous Materials Analysis and Design

Hongyi Xu, M. Steven Greene, Hua Deng, Dmitriy Dikin, Catherine Brinson, Wing Kam Liu, Craig Burkhart, George Papakonstantopoulos, Mike Poldneff, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2013, 135(10): 101010.
Paper No: MD-12-1427
https://doi.org/10.1115/1.4025117
Published Online: September 11, 2013
View Article titled, Stochastic Reassembly Strategy for Managing Information Complexity in Heterogeneous Materials Analysis and Design
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Topics: Databases, Design, Materials properties, Modeling, Simulation, Finite element model, Polymer nanocomposites
Journal Articles

An Approach to Determine Important Attributes for Engineering Change Evaluation

Chandresh Mehta, Lalit Patil, Debasish Dutta
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2013, 135(4): 041003.
Paper No: MD-10-1436
https://doi.org/10.1115/1.4023551
Published Online: March 26, 2013
View Article titled, An Approach to Determine Important Attributes for Engineering Change Evaluation
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Topics: Databases, Feature selection, Manufacturing, Optimization, Pareto optimization, Probability, Shapes, Statistical distributions, Algorithms, Design
Journal Articles

Discovering Structure in Design Databases Through Functional and Surface Based Mapping

Katherine Fu, Jonathan Cagan, Kenneth Kotovsky, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2013, 135(3): 031006.
Paper No: MD-12-1258
https://doi.org/10.1115/1.4023484
Published Online: February 20, 2013
View Article titled, Discovering Structure in Design Databases Through Functional and Surface Based Mapping
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Topics: Design, Patents, Algorithms, Databases