| 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 | 423 | 2018 |
| Bayesian optimization for materials design with mixed quantitative and qualitative variables Y Zhang, DW Apley, W Chen Scientific reports 10 (1), 4924, 2020 | 306 | 2020 |
| 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), 13461, 2018 | 294 | 2018 |
| 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 | 137 | 2019 |
| 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), 2016 | 73 | 2016 |
| 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 | 69 | 2016 |
| 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 | 62 | 2018 |
| 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 | 60 | 2020 |
| 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 | 46 | 2017 |
| 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, 209-234, 2015 | 35 | 2015 |
| 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 | 34 | 2020 |
| 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 | 33 | 2020 |
| 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 | 32 | 2019 |
| 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 | 12* | 2018 |
| 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 | 2 | 2015 |
| 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 | 1 | 2016 |
Wei ChenNorthwestern UniversityZweryfikowany adres z northwestern.edu
