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Journal Articles

Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information

Yanwen Xu, Hao Wu, Zheng Liu, Pingfeng Wang, Yumeng Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081704.
Paper No: MD-23-1618
https://doi.org/10.1115/1.4064492
Published Online: March 5, 2024
View Article titled, Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information
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Topics: Design, Design under uncertainty, Machine learning, Metamodeling, Optimization, Reliability, Reliability-based optimization, Uncertainty, Complex systems, Uncertainty quantification
Journal Articles

Evolutionary Multi-Objective Optimization Under Uncertainty Through Adaptive Kriging in Augmented Input Space

J. Zhang, A. A. Taflanidis
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2020, 142(1): 011404.
Paper No: MD-19-1068
https://doi.org/10.1115/1.4044005
Published Online: October 3, 2019
View Article titled, Evolutionary Multi-Objective Optimization Under Uncertainty Through Adaptive Kriging in Augmented Input Space
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Topics: Density, Design, Experimental design, Mobile offshore drilling units, Optimization, Algorithms, Uncertainty, Design under uncertainty
Journal Articles

A High-Dimensional Reliability Analysis Method for Simulation-Based Design Under Uncertainty

Mohammad Kazem Sadoughi, Meng Li, Chao Hu, Cameron A. MacKenzie, Soobum Lee, Amin Toghi Eshghi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2018, 140(7): 071401.
Paper No: MD-17-1565
https://doi.org/10.1115/1.4039589
Published Online: April 25, 2018
View Article titled, A High-Dimensional Reliability Analysis Method for Simulation-Based Design Under Uncertainty
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Topics: Dimensions, Event history analysis, Reliability, Simulation, Uncertainty, Tradeoffs, Design under uncertainty, Errors
Journal Articles

Special Issue: Simulation-Based Design Under Uncertainty

Mian Li, Sankaran Mahadevan, Samy Missoum, Zissimos P. Mourelatos
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. November 2016, 138(11): 110301.
Paper No: MD-16-1540
https://doi.org/10.1115/1.4034536
Published Online: September 16, 2016
View Article titled, Special Issue: Simulation-Based Design Under Uncertainty
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Topics: Design, Design under uncertainty, Reliability, Simulation, Uncertainty, Optimization
Journal Articles

Editorial

Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. October 2013, 135(10): 100201.
Paper No: MD-13-1391
https://doi.org/10.1115/1.4025349
Published Online: September 12, 2013
View Article titled, Editorial
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Topics: Design, Engineering teachers, Mechanical engineering, Optimization, China, Design automation, Aerospace engineering, Artificial neural networks, Biomedicine, Complex systems
Journal Articles

Co-Evolutionary Optimization for Multi-Objective Design Under Uncertainty

Rajan Filomeno Coelho
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2013, 135(2): 021006.
Paper No: MD-12-1212
https://doi.org/10.1115/1.4023184
Published Online: January 7, 2013
View Article titled, Co-Evolutionary Optimization for Multi-Objective Design Under Uncertainty
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Topics: Design, Optimization, Probability, Reliability, Uncertainty, Trusses (Building), Pareto optimization, Reliability-based optimization, Algorithms, Design under uncertainty
Journal Articles

Special Issue: Design Under Uncertainty

Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. October 2012, 134(10): 100201.
https://doi.org/10.1115/1.4007615
Published Online: September 28, 2012
View Article titled, Special Issue: Design Under Uncertainty
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Topics: Design under uncertainty
Journal Articles

Design Under Uncertainty

Wei Chen, Chris Paredis, Irem Y. Tumer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. October 2012, 134(10): 100301.
https://doi.org/10.1115/1.4007508
Published Online: September 28, 2012
View Article titled, Design Under Uncertainty
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Topics: Design under uncertainty, Uncertainty
Journal Articles

ASME Journal of Mechanical Design Special Issue 2012: Design under Uncertainty

Wei Chen, Chris Paredis, Irem Y Tumer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Announcements
J. Mech. Des. August 2011, 133(8): 088001.
https://doi.org/10.1115/1.4004482
Published Online: September 1, 2011
View Article titled, ASME Journal of Mechanical Design Special Issue 2012: Design under Uncertainty
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Topics: Design engineering, Design under uncertainty
Journal Articles

First Author

Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. July 2009, 131(7): 070201.
https://doi.org/10.1115/1.3155167
Published Online: June 23, 2009
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Topics: Design engineering, Ethics, Design, Mechanical engineering, Army, Teams, Design automation, Design under uncertainty, Students
Journal Articles

Efficient Random Field Uncertainty Propagation in Design Using Multiscale Analysis

Xiaolei Yin, Sanghoon Lee, Wei Chen, Wing Kam Liu, M. F. Horstemeyer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2009, 131(2): 021006.
https://doi.org/10.1115/1.3042159
Published Online: January 7, 2009
View Article titled, Efficient Random Field Uncertainty Propagation in Design Using Multiscale Analysis
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Topics: Damage, Design, Porosity, Uncertainty, Dimensions, Reliability, Design under uncertainty
Journal Articles

Editorial

J. Michael McCarthy
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. July 2006, 128(4): 657–658.
https://doi.org/10.1115/1.2217627
Published Online: July 1, 2006
View Article titled, Editorial
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Topics: Design, Design engineering, Dynamics (Mechanics), Kinematics, Mechanical engineering, Reliability, Robotics, Engineering teachers, Vibration, Computers
Journal Articles

Analytical Variance-Based Global Sensitivity Analysis in Simulation-Based Design Under Uncertainty

Wei Chen, Ruichen Jin, Agus Sudjianto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. September 2005, 127(5): 875–886.
https://doi.org/10.1115/1.1904642
Published Online: December 3, 2004
View Article titled, Analytical Variance-Based Global Sensitivity Analysis in Simulation-Based Design Under Uncertainty
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Topics: Design, Design under uncertainty, Sensitivity analysis, Simulation, Tensors, Noise (Sound), Vehicles
Journal Articles

SAMS: Stochastic Analysis With Minimal Sampling—A Fast Algorithm for Analysis and Design Under Uncertainty

A. Mawardi, R. Pitchumani
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. July 2005, 127(4): 558–571.
https://doi.org/10.1115/1.1866157
Published Online: June 28, 2004
View Article titled, SAMS: Stochastic Analysis With Minimal Sampling—A Fast Algorithm for Analysis and Design Under Uncertainty
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Topics: Algorithms, Composite materials, Cycles, Density, Manufacturing, Sampling methods, Temperature, Uncertainty, Design under uncertainty, Approximation
Journal Articles

Future Trends in Optimization

G. E. Johnson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Reports
J. Mech. Des. October 1981, 103(4): 677–682.
https://doi.org/10.1115/1.3254970
Published Online: October 1, 1981
View Article titled, Future Trends in Optimization
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Topics: Optimization, Design, Design engineering, Computer-aided design, Design under uncertainty, Dynamic systems, Engineering teachers, Sensitivity analysis