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Wei Chen
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Comparative Studies of Metamodeling Techniques under Multiple Criteria
R Jin, W Chen, T Simpson
Proceedings of the 8th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary …, 2000
2437*2000
Comparative studies of metamodelling techniques under multiple modelling criteria
R Jin, W Chen, TW Simpson
Structural and multidisciplinary optimization 23 (1), 1-13, 2001
24292001
Sequential optimization and reliability assessment method for efficient probabilistic design
X Du, W Chen
TRANSACTIONS-AMERICAN SOCIETY OF MECHANICAL ENGINEERS JOURNAL OF MECHANICAL …, 2004
14352004
An efficient algorithm for constructing optimal design of computer experiments
R Jin, W Chen, A Sudjianto
ASME 2003 International Design Engineering Technical Conferences and …, 2003
9432003
Procedure for robust design: Minimizing variations caused by noise factors and control factors
W Chen, JK Allen, KL Tsui, F Mistree
Journal of Mechanical Design, Transactions of the ASME 118 (4), 478-485, 1996
8411996
Sampling strategies for computer experiments: Design and analysis
TW Simpson, DKJ Lin, W Chen
International Journal of Reliability and Applications 2 (3), 209-240, 2001
6602001
A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality
MA Bessa, R Bostanabad, Z Liu, A Hu, DW Apley, C Brinson, W Chen, ...
Computer Methods in Applied Mechanics and Engineering 320, 633-667, 2017
5552017
Towards a better understanding of modeling feasibility robustness in engineering design
X Du, W Chen
Journal of Mechanical Design 122 (4), 385-394, 2000
5532000
On sequential sampling for global metamodeling in engineering design
R Jin, W Chen, A Sudjianto
ASME 2002 International Design Engineering Technical Conferences and …, 2002
5362002
Deep learning predicts path-dependent plasticity
M Mozaffar, R Bostanabad, W Chen, K Ehmann, J Cao, MA Bessa
Proceedings of the National Academy of Sciences, 2019
5072019
Quality utility: a compromise programming approach to robust design
W Chen, MM Wiecek, J Zhang
ASME DETC98/DAC5601, 1998
4961998
The use of metamodeling techniques for optimization under uncertainty
R Jin, X Du, W Chen
Structural and Multidisciplinary Optimization 25 (2), 99-116, 2003
4692003
A comparative study of uncertainty propagation methods for black-box-type problems
SH Lee, W Chen
Structural and Multidisciplinary Optimization 37 (3), 239, 2009
4452009
Computational microstructure characterization and reconstruction: Review of the state-of-the-art techniques
R Bostanabad, Y Zhang, X Li, T Kearney, LC Brinson, DW Apley, WK Liu, ...
Progress in Materials Science 95, 1-41, 2018
4212018
Quantification of model uncertainty: Calibration, model discrepancy, and identifiability
PD Arendt, DW Apley, W Chen
Journal of Mechanical Design 134 (10), 100908, 2012
4152012
An integrated framework for optimization under uncertainty using inverse reliability strategy
X Du, A Sudjianto, W Chen
Journal of Mechanical Design 126 (4), 562-570, 2004
3762004
An approach to decision-based design with discrete choice analysis for demand modeling
HJ Wassenaar, W Chen
Journal of Mechanical Design 125 (3), 490-497, 2003
3622003
A variation-based method for product family design
RU Nayak, W Chen, TW Simpson
Engineering Optimization 34 (1), 65-81, 2002
325*2002
Efficient uncertainty analysis methods for multidisciplinary robust design
X Du, W Chen
AIAA journal 40 (3), 545-552, 2002
3242002
A database to enable discovery and design of piezoelectric materials
M De Jong, W Chen, H Geerlings, M Asta, KA Persson
Scientific data 2, 150053, 2015
3162015
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