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Journal Articles

A Pointwise-Optimal Ensemble of Surrogate Models

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Pengwei Liang, Shuai Zhang, Yong Pang, Jianji Li, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111705.
Paper No: MD-23-1096
https://doi.org/10.1115/1.4062979
Published Online: August 25, 2023
View Articletitled, A Pointwise-Optimal Ensemble of Surrogate Models
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Topics: Errors, Optimization, Weight (Mass), Design, Interpolation
Journal Articles

Net-HDMR Metamodeling Method for High-Dimensional Problems

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Jie Liu, Yue Zhao, Fei Lei, Fei Ding
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091706.
Paper No: MD-23-1128
https://doi.org/10.1115/1.4062669
Published Online: June 26, 2023
View Articletitled, Net-HDMR Metamodeling Method for High-Dimensional Problems
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Topics: Interpolation, Metamodeling, Modeling, Sampling methods, Splines, Approximation, Dimensions, Deformation, Construction
Journal Articles

A Non-Parametric Histogram Interpolation Method for Design Space Exploration

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Nick Pepper, Francesco Montomoli, Sanjiv Sharma
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081703.
Paper No: MD-21-1637
https://doi.org/10.1115/1.4054085
Published Online: April 8, 2022
View Articletitled, A Non-Parametric Histogram Interpolation Method for Design Space Exploration
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Topics: Algorithms, Design, Interpolation, Polynomials, Statistical distributions, Uncertainty
Journal Articles

Evolutionary Gaussian Processes

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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 Articletitled, 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

Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise

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Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031709.
Paper No: MD-20-1421
https://doi.org/10.1115/1.4049134
Published Online: December 15, 2020
View Articletitled, Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise
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Topics: Design, Noise (Sound), Optimization, Simulation, Interpolation, Uncertainty, Simulation models, Modeling
Journal Articles

Iterative Most Probable Point Search Method for Problems With a Mixture of Random and Interval Variables

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Hyunkyoo Cho, Kyung K. Choi, Jaekwan Shin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2020, 142(7): 071703.
Paper No: MD-19-1523
https://doi.org/10.1115/1.4045507
Published Online: December 12, 2019
View Articletitled, Iterative Most Probable Point Search Method for Problems With a Mixture of Random and Interval Variables
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Topics: Design, Event history analysis, Optimization, Interpolation
Journal Articles

Function Prediction at One Inaccessible Point Using Converging Lines

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Yiming Zhang, Chanyoung Park, Nam H. Kim, Raphael T. Haftka
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2017, 139(5): 051402.
Paper No: MD-16-1568
https://doi.org/10.1115/1.4036130
Published Online: March 21, 2017
View Articletitled, Function Prediction at One Inaccessible Point Using Converging Lines
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Topics: Approximation, Drag (Fluid dynamics), Interpolation, Uncertainty, Errors
Journal Articles

An Analytical Formulation for the Lateral Support Stiffness of a Spatial Flexure Strip

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Marijn Nijenhuis, J. P. Meijaard, Dhanushkodi Mariappan, Just L. Herder, Dannis M. Brouwer, Shorya Awtar
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2017, 139(5): 051401.
Paper No: MD-16-1478
https://doi.org/10.1115/1.4035861
Published Online: March 20, 2017
View Articletitled, An Analytical Formulation for the Lateral Support Stiffness of a Spatial Flexure Strip
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Topics: Bending (Stress), Deformation, Displacement, Flexure mechanisms, Kinematics, Stiffness, Stress, Strips, Torsion, Interpolation
Journal Articles

An Experimental Study and Model Determination of the Mechanical Stiffness of Paper Folds

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Clémentine Pradier, Jérôme Cavoret, David Dureisseix, Claire Jean-Mistral, Fabrice Ville
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2016, 138(4): 041401.
Paper No: MD-15-1269
https://doi.org/10.1115/1.4032629
Published Online: February 19, 2016
View Articletitled, An Experimental Study and Model Determination of the Mechanical Stiffness of Paper Folds
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Topics: Anisotropy, Hinges, Modeling, Stiffness, Stress, Torque, Errors, Springs, Approximation, Kinematics
Journal Articles

Technology Characterization Models and Their Use in Systems Design

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Robert R. Parker, Edgar Galvan, Richard J. Malak
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2014, 136(7): 071003.
Paper No: MD-12-1155
https://doi.org/10.1115/1.4025960
Published Online: April 28, 2014
View Articletitled, Technology Characterization Models and Their Use in Systems Design
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Topics: Design, Interpolation, Heat exchangers, Optimization, Engineering disciplines
Journal Articles

Objective-Oriented Sequential Sampling for Simulation Based Robust Design Considering Multiple Sources of Uncertainty

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Paul D. Arendt, Daniel W. Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2013, 135(5): 051005.
Paper No: MD-12-1307
https://doi.org/10.1115/1.4023922
Published Online: April 23, 2013
View Articletitled, Objective-Oriented Sequential Sampling for Simulation Based Robust Design Considering Multiple Sources of Uncertainty
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Topics: Design, Uncertainty, Interpolation, Algorithms, Noise (Sound), Simulation
Journal Articles

Numerical Strategies to Reduce the Effect of Ill-Conditioned Correlation Matrices and Underflow Errors in Kriging

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Lukas J. Haarhoff, Schalk Kok, Daniel N. Wilke
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2013, 135(4): 044502.
Paper No: MD-11-1442
https://doi.org/10.1115/1.4023631
Published Online: March 26, 2013
View Articletitled, Numerical Strategies to Reduce the Effect of Ill-Conditioned Correlation Matrices and Underflow Errors in Kriging
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Topics: Errors, Interpolation
Journal Articles

A New Variable-Fidelity Optimization Framework Based on Model Fusion and Objective-Oriented Sequential Sampling

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Ying Xiong, Wei Chen, Kwok-Leung Tsui
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2008, 130(11): 111401.
https://doi.org/10.1115/1.2976449
Published Online: October 3, 2008
View Articletitled, A New Variable-Fidelity Optimization Framework Based on Model Fusion and Objective-Oriented Sequential Sampling
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Topics: Design, Interpolation, Optimization, Uncertainty, Simulation, Modeling
Journal Articles

Computer Aided Synthesis of Piecewise Rational Motions for Spherical 2R and 3R Robot Arms

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Anurag Purwar, Zhe Jin, Q. J. Ge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2008, 130(11): 112301.
https://doi.org/10.1115/1.2976444
Published Online: September 23, 2008
View Articletitled, Computer Aided Synthesis of Piecewise Rational Motions for Spherical 2R and 3R Robot Arms
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Topics: Kinematics, Robots, Interpolation, Splines
Journal Articles

Rational Motion Interpolation Under Kinematic Constraints of Spherical 6R Closed Chains

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Anurag Purwar, Zhe Jin, Q. J. Ge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2008, 130(6): 062301.
https://doi.org/10.1115/1.2898879
Published Online: April 14, 2008
View Articletitled, Rational Motion Interpolation Under Kinematic Constraints of Spherical 6R Closed Chains
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Topics: Chain, Kinematics, Interpolation
Journal Articles

Computer Aided Synthesis of Piecewise Rational Motions for Planar 2R and 3R Robot Arms

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Zhe Jin, Q. J. Ge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2007, 129(10): 1031–1036.
https://doi.org/10.1115/1.2756082
Published Online: October 2, 2006
View Articletitled, Computer Aided Synthesis of Piecewise Rational Motions for Planar 2R and 3R Robot Arms
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Topics: Robots, Kinematics, Interpolation
Journal Articles

Understanding the Effects of Model Uncertainty in Robust Design With Computer Experiments

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Daniel W. Apley, Jun Liu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2006, 128(4): 945–958.
https://doi.org/10.1115/1.2204974
Published Online: December 19, 2005
View Articletitled, Understanding the Effects of Model Uncertainty in Robust Design With Computer Experiments
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Topics: Design, Interpolation, Simulation, Uncertainty, Computers, Response surface methodology
Journal Articles

Interpolation Error Prediction of a Three-Degree Parallel Kinematic Machine

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Yang Wang, Tian Huang, Clement M. Gosselin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. September 2004, 126(5): 932–937.
https://doi.org/10.1115/1.1767184
Published Online: October 28, 2004
View Articletitled, Interpolation Error Prediction of a Three-Degree Parallel Kinematic Machine
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Topics: Errors, Interpolation, Kinematics, Machinery, Algorithms
Journal Articles

A Linear Beam Finite Element Based on the Absolute Nodal Coordinate Formulation

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Kimmo S. Kerkkänen, M.Sc. (Eng.), Jussi T. Sopanen, Dr. Tech., Aki M. Mikkola, Dr. Tech.
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. July 2005, 127(4): 621–630.
https://doi.org/10.1115/1.1897406
Published Online: August 29, 2004
View Articletitled, A Linear Beam Finite Element Based on the Absolute Nodal Coordinate Formulation
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Topics: Continuum mechanics, Deformation, Displacement, Finite element analysis, Interpolation, Polynomials, Shear (Mechanics), Poisson ratio
Journal Articles

Integrated Real-Time Calibration of Electromagnetic Tracking of User Motions for Engineering Applications in Virtual Environments

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Uma Jayaram, Roglenda Repp
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. December 2002, 124(4): 623–632.
https://doi.org/10.1115/1.1517562
Published Online: November 26, 2002
View Articletitled, Integrated Real-Time Calibration of Electromagnetic Tracking of User Motions for Engineering Applications in Virtual Environments
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Topics: Calibration, Interpolation, Virtual reality, Algorithms, Errors