| A descriptor-based design methodology for developing heterogeneous microstructural materials system H Xu, Y Li, C Brinson, W Chen Journal of Mechanical Design 136 (5), 051007, 2014 | 185 | 2014 |
| Descriptor-based methodology for statistical characterization and 3D reconstruction of microstructural materials H Xu, DA Dikin, C Burkhart, W Chen Computational Materials Science 85, 206-216, 2014 | 183 | 2014 |
| A machine learning-based design representation method for designing heterogeneous microstructures H Xu, R Liu, A Choudhary, W Chen Journal of Mechanical Design 137 (5), 051403, 2015 | 170 | 2015 |
| Uncertainty quantification in multiscale simulation of woven fiber composites R Bostanabad, B Liang, J Gao, WK Liu, J Cao, D Zeng, X Su, H Xu, Y Li, ... Computer Methods in Applied Mechanics and Engineering 338, 506-532, 2018 | 150 | 2018 |
| Guiding the Design of Heterogeneous Electrode Microstructures for Li‐Ion Batteries: Microscopic Imaging, Predictive Modeling, and Machine Learning H Xu, J Zhu, DP Finegan, H Zhao, X Lu, W Li, N Hoffman, A Bertei, ... Advanced Energy Materials 11 (19), 2003908, 2021 | 110 | 2021 |
| Stalking the Materials Genome: A Data‐Driven Approach to the Virtual Design of Nanostructured Polymers CM Breneman, LC Brinson, LS Schadler, B Natarajan, M Krein, K Wu, ... Advanced Functional Materials 23 (46), 5746-5752, 2013 | 99 | 2013 |
| Multiscale finite element modeling of sheet molding compound (SMC) composite structure based on stochastic mesostructure reconstruction Z Chen, T Huang, Y Shao, Y Li, H Xu, K Avery, D Zeng, W Chen, X Su Composite Structures 188, 25-38, 2018 | 80 | 2018 |
| Toward the development of a quantitative tool for predicting dispersion of nanocomposites under non-equilibrium processing conditions I Hassinger, X Li, H Zhao, H Xu, Y Huang, A Prasad, L Schadler, W Chen, ... Journal of materials science 51, 4238-4249, 2016 | 66 | 2016 |
| Understanding the effect of hyperparameter optimization on machine learning models for structure design problems X Du, H Xu, F Zhu Computer-Aided Design 135, 103013, 2021 | 65 | 2021 |
| Failure of chopped carbon fiber Sheet Molding Compound (SMC) composites under uniaxial tensile loading: Computational prediction and experimental analysis Z Chen, H Tang, Y Shao, Q Sun, G Zhou, Y Li, H Xu, D Zeng, X Su Composites Part A: Applied Science and Manufacturing 118, 117-130, 2019 | 59 | 2019 |
| Unveiling the Mechanical and Electrochemical Evolution of Nanosilicon Composite Anodes in Sulfide‐Based All‐Solid‐State Batteries D Cao, T Ji, A Singh, S Bak, Y Du, X Xiao, H Xu, J Zhu, H Zhu Advanced Energy Materials 13 (14), 2203969, 2023 | 56 | 2023 |
| Stochastic 3D microstructure reconstruction and mechanical modeling of anisotropic battery separators H Xu, C Bae Journal of Power Sources 430, 67-73, 2019 | 48 | 2019 |
| Mechanical modeling of battery separator based on microstructure image analysis and stochastic characterization H Xu, M Zhu, J Marcicki, XG Yang Journal of Power Sources 345, 137-145, 2017 | 47 | 2017 |
| 基于塑性材料模型的滚动轴承有限元分析 徐弘毅， 张晨辉 机械工程学报 46 (11), 29-35, 2010 | 47 | 2010 |
| A new distribution metric for comparing Pareto optimal solutions K Zheng, RJ Yang, H Xu, J Hu Structural and multidisciplinary Optimization 55, 53-62, 2017 | 46 | 2017 |
| Modeling and simulation of compression molding process for sheet molding compound (SMC) of chopped carbon fiber composites Y Li, Z Chen, H Xu, J Dahl, D Zeng, M Mirdamadi, X Su SAE International Journal of Materials and Manufacturing 10 (2), 130-137, 2017 | 44 | 2017 |
| Stochastic reassembly strategy for managing information complexity in heterogeneous materials analysis and design H Xu, MS Greene, H Deng, D Dikin, C Brinson, W Kam Liu, C Burkhart, ... Journal of Mechanical Design 135 (10), 101010, 2013 | 44 | 2013 |
| Microstructure reconstruction of battery polymer separators by fusing 2D and 3D image data for transport property analysis H Xu, F Usseglio-Viretta, S Kench, SJ Cooper, DP Finegan Journal of Power Sources 480, 229101, 2020 | 41 | 2020 |
| Design of phononic bandgap metamaterials based on Gaussian mixture beta variational autoencoder and iterative model updating Z Wang, W Xian, MR Baccouche, H Lanzerath, Y Li, H Xu Journal of Mechanical Design 144 (4), 041705, 2022 | 33 | 2022 |
| A generalized uncertainty propagation criterion from benchmark studies of microstructured material systems MS Greene, H Xu, S Tang, W Chen, WK Liu Computer Methods in Applied Mechanics and Engineering 254, 271-291, 2013 | 33 | 2013 |
Wei ChenNorthwestern UniversityVerified email at northwestern.edu
