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Zhen Jiang
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Reliability-based design optimization with model bias and data uncertainty
Z Jiang, W Chen, Y Fu, RJ Yang
SAE International Journal of Materials and Manufacturing 6 (3), 502-516, 2013
842013
Efficient 3D porous microstructure reconstruction via Gaussian random field and hybrid optimization
Z Jiang, W Chen, C Burkhart
Journal of microscopy 252 (2), 135-148, 2013
692013
New validation metrics for models with multiple correlated responses
W Li, W Chen, Z Jiang, Z Lu, Y Liu
Reliability Engineering & System Safety 127, 1-11, 2014
662014
Multimodel Fusion Based Sequential Optimization
S Chen, Z Jiang, S Yang, W Chen
AIAA Journal 55 (1), 241-254, 2016
382016
Multidisciplinary statistical sensitivity analysis considering both aleatory and epistemic uncertainties
Z Jiang, W Chen, BJ German
AIAA journal 54 (4), 1326-1338, 2016
382016
Integrating Bayesian Calibration, Bias Correction, and Machine Learning for the 2014 Sandia Verification and Validation Challenge Problem
W Li, S Chen, Z Jiang, DW Apley, Z Lu, W Chen
Journal of Verification, Validation and Uncertainty Quantification 1 (1), 011004, 2016
382016
A Spatial-Random-Process Based Multidisciplinary System Uncertainty Propagation Approach With Model Uncertainty
Z Jiang, W Li, DW Apley, W Chen
Journal of Mechanical Design 137 (10), 101402, 2015
322015
Design of Non-Deterministic Quasi-random Nanophotonic Structures Using Fourier Space Representations
S Yu, C Wang, Y Zhang, B Dong, Z Jiang, X Chen, W Chen, C Sun
Scientific Reports 7 (1), 3752, 2017
302017
Quantifying uncertainties in the microvascular transport of nanoparticles
TR Lee, MS Greene, Z Jiang, AM Kopacz, P Decuzzi, W Chen, WK Liu
Biomechanics and modeling in mechanobiology 13 (3), 515-526, 2014
292014
Reduction of Epistemic Model Uncertainty in Simulation-Based Multidisciplinary Design
Z Jiang, S Chen, DW Apley, W Chen
Journal of Mechanical Design 138 (8), 081403, 2016
262016
Optimization of relative tool position in accumulative double sided incremental forming using finite element analysis and model bias correction
E Ndip-Agbor, J Smith, H Ren, Z Jiang, J Xu, N Moser, W Chen, ZC Xia, ...
International Journal of Material Forming 9 (3), 371-382, 2016
252016
Nonhierarchical multi‐model fusion using spatial random processes
S Chen, Z Jiang, S Yang, DW Apley, W Chen
International Journal for Numerical Methods in Engineering 106 (7), 503-526, 2016
192016
A numerical study of the overall stability of flexible giant crane booms
W Li, J Zhao, Z Jiang, W Chen, Q Zhou
Journal of Constructional Steel Research 105, 12-27, 2015
192015
A system uncertainty propagation approach with model uncertainty quantification in multidisciplinary design
Z Jiang, W Li, DW Apley, W Chen
ASME 2014 International Design Engineering Technical Conferences and …, 2014
152014
New Metrics for Validation of Data-Driven Random Process Models in Uncertainty Quantification
H Xu, Z Jiang, DW Apley, W Chen
Journal of Verification, Validation and Uncertainty Quantification 1 (2), 021002, 2016
122016
Surrogate Preposterior Analyses for Predicting and Enhancing Identifiability in Model Calibration
Z Jiang, DW Apley, W Chen
International Journal for Uncertainty Quantification 5 (4), 2015
122015
Statistical sensitivity analysis considering both Aleatory and epistemic uncertainties in multidisciplinary design
Z Jiang, W Chen, B German
15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2870, 2014
112014
Multi-Response Approach to Improving Identifiability in Model Calibration
Z Jiang, PD Arendt, DW Apley, W Chen
Handbook of Uncertainty Quantification, 2017
82017
Preposterior analysis to select experimental responses for improving identifiability in model uncertainty quantification
Z Jiang, W Chen, DW Apley
ASME 2013 International Design Engineering Technical Conferences and …, 2013
72013
A Hybrid Optimization Approach to 3D Porous Microstructure Reconstruction via Gaussian Random Field
Z Jiang, W Chen, C Burkhart
ASME 2012 international design engineering technical conferences & computers …, 2012
72012
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Articles 1–20