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Journal Articles

Design and Analysis of Multifidelity Finite Element Simulations

Henry Shaowu Yuchi, V. Roshan Joseph, C. F. Jeff Wu

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

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Topics: Design, Experimental design, Finite element analysis, Modeling, Simulation, Engineering simulation, Deflection, Cantilever beams

Journal Articles

Reinforcement Learning-Based Sequential Batch-Sampling for Bayesian Optimal Experimental Design

Yonatan Ashenafi, Piyush Pandita, Sayan Ghosh

J. Mech. Des. September 2022, 144(9): 091705.

Paper No: MD-21-1780

DOI: https://doi.org/10.1115/1.4054631

Published Online: June 13, 2022

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Topics: Algorithms, Design, Experimental design, Optimization, Airfoils, Reinforcement learning

Journal Articles

On the Ensemble of Surrogate Models by Minimum Screening Index

Shuai Zhang, Yong Pang, Pengwei Liang, Xueguan Song

J. Mech. Des. July 2022, 144(7): 071707.

Paper No: MD-21-1738

DOI: https://doi.org/10.1115/1.4054243

Published Online: May 27, 2022

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Topics: Design, Errors, Robustness, Weight (Mass), Reliability, Valves, Engineering systems and industry applications, Experimental design

Journal Articles

Discussion: “Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions” (Pandita, P., Bilionis, I., and Panchal, J., 2019, ASME J. Mech. Des., 141(10), p. 101404)

Xianliang Gong, Yulin Pan

J. Mech. Des. May 2022, 144(5): 055501.

Paper No: MD-21-1399

DOI: https://doi.org/10.1115/1.4053112

Published Online: December 17, 2021

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Topics: Computation, Experimental design

Journal Articles

A Sequential Sampling Generation Method for Multi-Fidelity Model Based on Voronoi Region and Sample Density

Yin Liu, Kunpeng Li, Shuo Wang, Peng Cui, Xueguan Song, Wei Sun

J. Mech. Des. December 2021, 143(12): 121702.

Paper No: MD-21-1034

DOI: https://doi.org/10.1115/1.4051014

Published Online: June 9, 2021

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Topics: Density, Design, Experimental design, Optimization, Errors

Journal Articles

Investigation of Printing Parameters of Additive Manufacturing Process for Sustainability Using Design of Experiments

Marwan Khalid, Qingjin Peng

J. Mech. Des. March 2021, 143(3): 032001.

Paper No: MD-20-1403

DOI: https://doi.org/10.1115/1.4049521

Published Online: January 27, 2021

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Topics: Additive manufacturing, Energy consumption, Experimental design, Printing, Sustainability, Weight (Mass), Design, Shells, Modeling

Journal Articles

Manipulating Users’ Trust of Autonomous Products With Affective Priming

Ting Liao, Erin F. MacDonald

J. Mech. Des. May 2021, 143(5): 051402.

Paper No: MD-20-1263

DOI: https://doi.org/10.1115/1.4048640

Published Online: November 17, 2020

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Topics: Design, Echoes, Machinery, Education, Uncertainty, Experimental design

Journal Articles

Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Squares

Liye Lv, Chaoyong Zong, Chao Zhang, Xueguan Song, Wei Sun

J. Mech. Des. February 2021, 143(2): 021705.

Paper No: MD-19-1886

DOI: https://doi.org/10.1115/1.4047686

Published Online: September 17, 2020

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Topics: Construction, Errors, Experimental design, Robustness, Simulation, Testing, Design, Optimization, Computational fluid dynamics, Dimensions

Journal Articles

An Efficient Batch K -Fold Cross-Validation Voronoi Adaptive Sampling Technique for Global Surrogate Modeling

Andrew L. Kaminsky, Yi Wang, Kapil Pant

J. Mech. Des. January 2021, 143(1): 011706.

Paper No: MD-19-1928

DOI: https://doi.org/10.1115/1.4047155

Published Online: August 11, 2020

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Topics: Dimensions, Errors, Modeling, Sampling methods, Experimental design

Journal Articles

Conducting Non-adaptive Experiments in a Live Setting: A Bayesian Approach to Determining Optimal Sample Size

Nandan Sudarsanam, Ramya Chandran, Daniel D. Frey

J. Mech. Des. March 2020, 142(3): 031108.

Paper No: MD-19-1410

DOI: https://doi.org/10.1115/1.4045603

Published Online: December 23, 2019

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Topics: Algorithms, Design, Design theory, Experimental design, Machine learning, Modeling, Noise (Sound), Optimization, Probability, Resource allocation

Journal Articles

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

J. Zhang, A. A. Taflanidis

J. Mech. Des. January 2020, 142(1): 011404.

Paper No: MD-19-1068

DOI: https://doi.org/10.1115/1.4044005

Published Online: October 3, 2019

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Topics: Density, Design, Experimental design, Mobile offshore drilling units, Optimization, Algorithms, Uncertainty, Design under uncertainty

Journal Articles

Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions

Piyush Pandita, Ilias Bilionis, Jitesh Panchal

J. Mech. Des. October 2019, 141(10): 101404.

Paper No: MD-18-1592

DOI: https://doi.org/10.1115/1.4043930

Published Online: July 10, 2019

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Topics: Design, Experimental design, Uncertainty, Steel, Algorithms, Wire, Optimization

Journal Articles

Is More Less? Benefits and Costs of High-Variety Production in Nonassembled Manufacturing

Rianne E. Laureijs, Erica R. H. Fuchs, Kate S. Whitefoot

J. Mech. Des. June 2019, 141(6): 061703.

Paper No: MD-18-1329

DOI: https://doi.org/10.1115/1.4041943

Published Online: April 26, 2019

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Topics: Design, Experimental design, Manufacturing, Modeling, Product design, Tooling, Weight (Mass), Assembly lines, Data collection, Geometry

Includes: Supplementary data

Journal Articles

On the Use of Symmetries in Building Surrogate Models

M. Giselle Fernández-Godino, S. Balachandar, Raphael T. Haftka

J. Mech. Des. June 2019, 141(6): 061402.

Paper No: MD-18-1359

DOI: https://doi.org/10.1115/1.4042047

Published Online: January 31, 2019

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Topics: Approximation, Errors, Experimental design, Simulation

Journal Articles

An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions

Xueguan Song, Liye Lv, Jieling Li, Wei Sun, Jie Zhang

J. Mech. Des. April 2018, 140(4): 041402.

Paper No: MD-17-1144

DOI: https://doi.org/10.1115/1.4039128

Published Online: February 27, 2018

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Topics: Errors, Robustness, Weight (Mass), Experimental design, Design, Filters, Modeling

Journal Articles

Reliability Analysis in the Presence of Aleatory and Epistemic Uncertainties, Application to the Prediction of a Launch Vehicle Fallout Zone

Loïc Brevault, Sylvain Lacaze, Mathieu Balesdent, Samy Missoum

J. Mech. Des. November 2016, 138(11): 111401.

Paper No: MD-16-1123

DOI: https://doi.org/10.1115/1.4034106

Published Online: September 12, 2016

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Topics: Event history analysis, Failure, Probability, Simulation, Uncertainty, Vehicles, Optimization, Ceramic matrix composites, Experimental design

Journal Articles

An Evaluation Methodology for Design Concept Communication Using Digital Prototypes

Soheil Arastehfar, Ying Liu, Wen Feng Lu

J. Mech. Des. March 2016, 138(3): 031103.

Paper No: MD-15-1330

DOI: https://doi.org/10.1115/1.4032396

Published Online: February 1, 2016

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Topics: Design, Dimensions, Engineering prototypes, Feedback, Experimental design, Vickers hardness testing, Rendering

Journal Articles

An Adaptive Bayesian Sequential Sampling Approach for Global Metamodeling

Haitao Liu, Shengli Xu, Ying Ma, Xudong Chen, Xiaofang Wang

J. Mech. Des. January 2016, 138(1): 011404.

Paper No: MD-15-1042

DOI: https://doi.org/10.1115/1.4031905

Published Online: November 16, 2015

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Topics: Design, Errors, Robots, Computer simulation, Entropy, Simulation, Simulation models, Experimental design

Journal Articles

On the Geometric Accuracy of RepRap Open-Source Three-Dimensional Printer

Antonio Lanzotti, Domenico Maria Del Giudice, Antonio Lepore, Gabriele Staiano, Massimo Martorelli

J. Mech. Des. October 2015, 137(10): 101703.

Paper No: MD-15-1216

DOI: https://doi.org/10.1115/1.4031298

Published Online: September 2, 2015

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Topics: Cylinders, Experimental design, Lasers, Computer-aided design, Design, Additive manufacturing, Resolution (Optics), Shapes

Journal Articles

The Impact of Sustainability on Consumer Preference Judgments of Product Attributes

Kosa Goucher-Lambert, Jonathan Cagan

J. Mech. Des. August 2015, 137(8): 081401.

Paper No: MD-14-1331

DOI: https://doi.org/10.1115/1.4030271

Published Online: August 1, 2015

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Topics: Design, Preferences, Sustainability, Washing machines, Water, Experimental design

Journal citation

NARROW

Supplemental Material

Design and Analysis of Multifidelity Finite Element Simulations

Reinforcement Learning-Based Sequential Batch-Sampling for Bayesian Optimal Experimental Design

On the Ensemble of Surrogate Models by Minimum Screening Index

Discussion: “Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions” (Pandita, P., Bilionis, I., and Panchal, J., 2019, ASME J. Mech. Des., 141(10), p. 101404)

A Sequential Sampling Generation Method for Multi-Fidelity Model Based on Voronoi Region and Sample Density

Investigation of Printing Parameters of Additive Manufacturing Process for Sustainability Using Design of Experiments

Manipulating Users’ Trust of Autonomous Products With Affective Priming

Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Squares

An Efficient Batch K -Fold Cross-Validation Voronoi Adaptive Sampling Technique for Global Surrogate Modeling

Conducting Non-adaptive Experiments in a Live Setting: A Bayesian Approach to Determining Optimal Sample Size

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

Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions

Is More Less? Benefits and Costs of High-Variety Production in Nonassembled Manufacturing

On the Use of Symmetries in Building Surrogate Models

An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions

Reliability Analysis in the Presence of Aleatory and Epistemic Uncertainties, Application to the Prediction of a Launch Vehicle Fallout Zone

An Evaluation Methodology for Design Concept Communication Using Digital Prototypes

An Adaptive Bayesian Sequential Sampling Approach for Global Metamodeling

On the Geometric Accuracy of RepRap Open-Source Three-Dimensional Printer

The Impact of Sustainability on Consumer Preference Judgments of Product Attributes

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