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Research Output 1994 2019

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Conference contribution
2015
1 Citation (Scopus)

A Structural Equation Modeling based approach for identifying key descriptors in microstructural materials design

Zhang, Y., Apley, D. & Chen, W., Jan 1 2015, 41st Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Material Design
Structural Equation Modeling
Descriptors
Microstructure
Materials properties
1 Citation (Scopus)

Resource allocation for reduction of epistemic uncertainty in simulation-based multidisciplinary design

Jiang, Z., Chen, S., Apley, D. & Chen, W., Jan 1 2015, 41st Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Epistemic Uncertainty
Resource Allocation
Resource allocation
Uncertainty
Simulation
2014
11 Citations (Scopus)

A system uncertainty propagation approach with model uncertainty quantification in multidisciplinary design

Jiang, Z., Li, W., Apley, D. & Chen, W., Jan 1 2014, 40th Design Automation Conference. American Society of Mechanical Engineers (ASME), Vol. 2B.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Uncertainty Propagation
Uncertainty Quantification
Model Uncertainty
Epistemic Uncertainty
Uncertainty
2013
6 Citations (Scopus)

Preposterior analysis to select experimental responses for improving identifiability in model uncertainty quantification

Jiang, Z., Chen, W. & Apley, D., Jan 1 2013, 39th Design Automation Conference. American Society of Mechanical Engineers, Vol. 3 B. V03BT03A051

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Uncertainty Quantification
Identifiability
Model Uncertainty
Calibration
Multiple Responses
2012

Objective - Oriented sequential sampling for simulation based robust design considering multiple sources of uncertainty

Arendt, P. D., Chen, W. & Apley, D., Dec 1 2012, ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012. PARTS A AND B ed. Vol. 3. p. 717-726 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sequential Sampling
Robust Design
Sampling
Uncertainty
Interpolate
2011

A Bayesian Treatment of Uncertainty in Simulation-Based Methods for Enhancing Process and Product Robustness

Apley, D., Chen, W. & Cao, J., 2011, Proceedings of the 2011 NSF CMMI Research and Innovation Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Image denoising with a multi-phase kernel principal component approach and an ensemble version

Sahu, A., Runger, G. & Apley, D., Dec 1 2011, 2011 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2011. 6176339

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image denoising
Principal component analysis
Linear algebra
Image classification
Convergence of numerical methods
5 Citations (Scopus)

Improving identifiability in model calibration using multiple responses

Arendt, P. D., Chen, W. & Apley, D., Dec 1 2011, ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2011. PARTS A AND B ed. p. 1213-1222 10 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 5, no. PARTS A AND B).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiple Responses
Model Calibration
Identifiability
Model Uncertainty
Calibration

Multiple Responses and Design of Experiments for Improving Identifiability in Model Calibration

Arendt, P. D., Chen, W., Apley, D. W. & Zhu, P., 2011, Proceedings of the 9th World Congress on Structural and Multidisciplinary Optimization.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

calibration
computer simulation
experiment
physics
parameter
2010

Towards a Better Understanding of the Role of Calibration and Bias Correction in Model Validation

Arendt, P., Chen, W. & Apley, D., Aug 2010, Proceedings of the ASME IDETC/CIE 2010.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Updating predictive models: Calibration, bias correction and identifiability

Arendt, P. D., Chen, W. & Apley, D., Dec 1 2010, ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2010. PARTS A AND B ed. Vol. 1. p. 1089-1098 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bias Correction
Model Calibration
Identifiability
Predictive Model
Updating
2008

Identifying Variation Patterns in Manufacturing Measurement Data

Apley, D. W., 2008, Proceedings of 2008 NSF CMMI Grantees Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2006
3 Citations (Scopus)

A nonstationary covariance based Kriging method for metamodeling in engineering design

Xiong, Y., Chen, W., Apley, D. & Ding, X., Dec 1 2006, Collection of Technical Papers - 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. Vol. 3. p. 1737-1753 17 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parameterization
Systems engineering
Probability density function
Statistics
Sampling

Diagnosing Manufacturing Variation Root Causes with High-Dimensional Data

Apley, D. W., 2006, Proceedings of 2006 NSF DMII Grantees Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Understanding the effects of model uncertainty in robust design with computer experiments

Liu, J., Apley, D. & Chen, W., Nov 29 2006, Proceedings of 2006 ASME International Design Engineering Technical Conferences and Computers and Information In Engineering Conference, DETC2006. Vol. 2006.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust Design
Computer Experiments
Model Uncertainty
Uncertainty
Interpolate
2005

"Identifying and Visualizing Root Causes of Manufacturing Variation with In-Process Measurement Data

Apley, D. W., 2005, Proceedings of 2005 NSF DMII Grantees Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2004

Optimal design of general linear filters for statistical process control

Chin, C. H. & Apley, D., Dec 1 2004, IIE Annual Conference and Exhibition 2004. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistical process control
Optimal design
Automation
Inspection
Control charts

Robust design of residual-based EWMA control charts

Lee, H. C. & Apley, D., Dec 1 2004, IIE Annual Conference and Exhibition 2004. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistical process control
Control charts
Covariance matrix
Software packages
Parameter estimation
1996

Diagnosis of multiple fixture faults in panel assembly

Shi, J. & Apley, D. W., Dec 1 1996, International Symposium on Information Storage and Processing Systems. Lavine, A. S., Chandra, U., Chen, M. M., Crowe, C. T., Fritsching, U. & et al, A. (eds.). ASME, Vol. 4. p. 575-581 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1995

The Inverse QR Decomposition in Order-recursive Calculation of Least Squares Coefficients

Apley, D. W. & Shi, J., 1995, Proceedings of the American Control Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Decomposition
Covariance matrix
1994
1 Citation (Scopus)

Adaptive cautious predictive controller for real-time implementation

Shi, J. & Apley, D. W., Dec 1 1994, Dynamic Systems and Control (Vol 1 of 2). ASME, Vol. 55-1. p. 167-174 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Controllers
Linear control systems
Adaptive control systems
Stochastic systems
Covariance matrix
5 Citations (Scopus)

A Fault Detection, Isolation, and Identification Technique for Complex MISO Linear Systems

Apley, D. W. & Shi, J., 1994, Proceedings of the American Control Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Statistical Process Control Method for Autocorrelated Data Using a GLRT

Apley, D. W. & Shi, J., 1994, Proceedings of the International Symposium on Manufacturing Science for the 21st Century.

Research output: Chapter in Book/Report/Conference proceedingConference contribution