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Yichi ZHANG
Yichi ZHANG
Meta Platforms, Inc., Northwestern University
Verified email at u.northwestern.edu
Title
Cited by
Cited by
Year
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
2152018
A transfer learning approach for microstructure reconstruction and structure-property predictions
X Li, Y Zhang, H Zhao, C Burkhart, LC Brinson, W Chen
Scientific reports 8 (1), 1-13, 2018
1482018
Bayesian optimization for materials design with mixed quantitative and qualitative variables
Y Zhang, DW Apley, W Chen
Scientific reports 10 (1), 1-13, 2020
1032020
A latent variable approach to Gaussian process modeling with qualitative and quantitative factors
Y Zhang, S Tao, W Chen, DW Apley
Technometrics 62 (3), 291-302, 2019
572019
Characterization and design of functional quasi-random nanostructured materials using spectral density function
S Yu, Y Zhang, C Wang, W Lee, B Dong, TW Odom, C Sun, W Chen
Journal of Mechanical Design 139 (7), 071401, 2017
492017
Characterization and Design of Functional Quasi-Random Nanostructured Materials Using Spectral Density Function
S Yu, Y Zhang, C Wang, W Lee, B Dong, TW Odom, C Sun, W Chen
ASME 2016 International Design Engineering Technical Conferences and …, 2016
492016
Perspective: NanoMine: A material genome approach for polymer nanocomposites analysis and design
H Zhao, X Li, Y Zhang, LS Schadler, W Chen, LC Brinson
APL Materials 4 (5), 053204, 2016
482016
Identifying interphase properties in polymer nanocomposites using adaptive optimization
Y Wang, Y Zhang, H Zhao, X Li, Y Huang, LS Schadler, W Chen, ...
Composites Science and Technology 162, 146-155, 2018
412018
Microstructure reconstruction and structural equation modeling for computational design of nanodielectrics
Y Zhang, H Zhao, I Hassinger, LC Brinson, LS Schadler, W Chen
Integrating Materials and Manufacturing Innovation 4 (1), 209-234, 2015
302015
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), 1-10, 2017
282017
Data-centric mixed-variable Bayesian optimization for materials design
A Iyer, Y Zhang, A Prasad, S Tao, Y Wang, L Schadler, LC Brinson, ...
International Design Engineering Technical Conferences and Computers and …, 2019
192019
Designing anisotropic microstructures with spectral density function
A Iyer, R Dulal, Y Zhang, UF Ghumman, TY Chien, G Balasubramanian, ...
Computational Materials Science 179, 109559, 2020
172020
Mining structure–property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural networks
Y Wang, M Zhang, A Lin, A Iyer, AS Prasad, X Li, Y Zhang, LS Schadler, ...
Molecular Systems Design & Engineering 5 (5), 962-975, 2020
162020
Materials Informatics and Data System for Polymer Nanocomposites Analysis and Design
A Chen, Wei., Schadler, Linda, Brinson, Cate, Wang, Yixing, Zhang, Yichi ...
Big, Deep, and Smart Data in the Physical Sciences, 2018
8*2018
Data centric nanocomposites design via mixed-variable Bayesian optimization
A Iyer, Y Zhang, A Prasad, P Gupta, S Tao, Y Wang, P Prabhune, ...
Molecular Systems Design & Engineering 5 (8), 1376-1390, 2020
62020
A Structural Equation Modeling Based Approach for Identifying Key Descriptors in Microstructural Materials Design
Y Zhang, DW Apley, W Chen
International Design Engineering Technical Conferences and Computers and …, 2015
22015
Bio-inspired design strategy of quasi-random structures for optimal light control
C Wang, S Yu, B Dong, Y Zhang, Z Jiang, X Chen, J Zi, W Chen, C Sun
CLEO: Applications and Technology, AW1K. 5, 2016
2016
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