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Journal Articles

Special Issue: Artificial Intelligence and Engineering Design

James T. Allison, Michel-Alexandre Cardin, Chris McComb, Max Yi Ren, Daniel Selva, Conrad Tucker, Paul Witherell, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. February 2022, 144(2): 020301.
Paper No: MD-21-1686
https://doi.org/10.1115/1.4053111
Published Online: January 11, 2022
View Article titled, Special Issue: Artificial Intelligence and Engineering Design
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Topics: Design, Engineering design, Artificial intelligence
Journal Articles

Learning an Optimization Algorithm Through Human Design Iterations

Thurston Sexton, Max Yi Ren
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2017, 139(10): 101404.
Paper No: MD-16-1804
https://doi.org/10.1115/1.4037344
Published Online: August 30, 2017
View Article titled, Learning an Optimization Algorithm Through Human Design Iterations
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Topics: Algorithms, Design, Optimization, Optimization algorithms, Simulation, Trajectories (Physics)
Journal Articles

Microstructure Representation and Reconstruction of Heterogeneous Materials Via Deep Belief Network for Computational Material Design

Ruijin Cang, Yaopengxiao Xu, Shaohua Chen, Yongming Liu, Yang Jiao, Max Yi Ren
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2017, 139(7): 071404.
Paper No: MD-16-1674
https://doi.org/10.1115/1.4036649
Published Online: May 19, 2017
View Article titled, Microstructure Representation and Reconstruction of Heterogeneous Materials Via Deep Belief Network for Computational Material Design
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Topics: Design, Filters, Alloys, Feature extraction
Proceedings Papers

Learning Human Search Strategies From a Crowdsourcing Game

Thurston Sexton, Max Yi Ren
Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A002, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59775
https://doi.org/10.1115/DETC2016-59775
View Paper titled, Learning Human Search Strategies From a Crowdsourcing Game
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Topics: Algorithms, Design, Optimal control, Optimization, Simulation, Space
Proceedings Papers

Impressionist: A 3D Peekaboo Game for Crowdsourcing Shape Saliency

Houpu (Hope) Yao, Max Yi Ren
Proc. ASME. IDETC-CIE2016, Volume 7: 28th International Conference on Design Theory and Methodology, V007T06A025, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60081
https://doi.org/10.1115/DETC2016-60081
View Paper titled, Impressionist: A 3D Peekaboo Game for Crowdsourcing Shape Saliency
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Topics: Shapes, Design, Computation, Databases, Semantics
Proceedings Papers

Deep Network-Based Feature Extraction and Reconstruction of Complex Material Microstructures

Ruijin Cang, Max Yi Ren
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A008, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59404
https://doi.org/10.1115/DETC2016-59404
View Paper titled, Deep Network-Based Feature Extraction and Reconstruction of Complex Material Microstructures
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Topics: Alloys, Design, Design automation, Feature extraction, Fracture (Materials), Fracture (Process), Materials science, Tin