| Deep generative modeling for mechanistic-based learning and design of metamaterial systems L Wang, YC Chan, F Ahmed, Z Liu, P Zhu, W Chen Computer Methods in Applied Mechanics and Engineering 372, 113377, 2020 | 273 | 2020 |
| Globally Approximate Gaussian Processes for Big Data with Application to Data-Driven Metamaterials Design R Bostanabad, YC Chan, L Wang, P Zhu, W Chen Journal of Mechanical Design, 1-30, 2019 | 75 | 2019 |
| Data‐Driven Design for Metamaterials and Multiscale Systems: A Review D Lee, W Chen, L Wang, YC Chan, W Chen Advanced Materials 36 (8), 2305254, 2024 | 70 | 2024 |
| Data-driven metamaterial design with Laplace-Beltrami spectrum as “shape-DNA” L Wang, YC Chan, Z Liu, P Zhu, W Chen Structural and multidisciplinary optimization 61 (6), 2613-2628, 2020 | 66 | 2020 |
| METASET: Exploring shape and property spaces for data-driven metamaterials design YC Chan, F Ahmed, L Wang, W Chen Journal of Mechanical Design 143 (3), 031707, 2021 | 53 | 2021 |
| Robust topology optimization of multi-material lattice structures under material and load uncertainties YC Chan, K Shintani, W Chen Frontiers of Mechanical Engineering 14, 141-152, 2019 | 52 | 2019 |
| Data-driven multiscale design of cellular composites with multiclass microstructures for natural frequency maximization L Wang, A van Beek, D Da, YC Chan, P Zhu, W Chen Composite Structures 280, 114949, 2022 | 46 | 2022 |
| Enhanced Gaussian process metamodeling and collaborative optimization for vehicle suspension design optimization S Tao, K Shintani, R Bostanabad, YC Chan, G Yang, H Meingast, W Chen ASME 2017 International Design Engineering Technical Conferences and …, 2017 | 44 | 2017 |
| Data-driven and topological design of structural metamaterials for fracture resistance D Da, YC Chan, L Wang, W Chen Extreme Mechanics Letters 50, 101528, 2022 | 37 | 2022 |
| Remixing Functionally Graded Structures: Data-Driven Topology Optimization with Multiclass Shape Blending YC Chan, D Da, L Wang, W Chen Structural and Multidisciplinary Optimization 65 (135), 2022 | 31 | 2022 |
| Data-driven prediction of mechanical properties in support of rapid certification of additively manufactured alloys F Yan, YC Chan, A Saboo, J Shah, GB Olson, W Chen Computer Modeling in Engineering & Sciences 117 (3), 343-366, 2018 | 27 | 2018 |
| t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning D Lee, YC Chan, W Chen, L Wang, A van Beek, W Chen Journal of Mechanical Design 145 (3), 031704, 2023 | 22 | 2023 |
| Generalized de-homogenization via sawtooth-function-based mapping and its demonstration on data-driven frequency response optimization L Wang, Z Liu, D Da, YC Chan, W Chen, P Zhu Computer Methods in Applied Mechanics and Engineering 395, 114967, 2022 | 21 | 2022 |
| Robust multi-material topology optimization for lattice structure under material uncertainties K Shintani, YC Chan, W Chen Advances in Structural and Multidisciplinary Optimization: Proceedings of …, 2018 | 14 | 2018 |
| t-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning D Lee, YC Chan, W Chen, L Wang, W Chen International Design Engineering Technical Conferences and Computers and …, 2022 | 7 | 2022 |
| METASET: An Automated Data Selection Method for Scalable Data-Driven Design of Metamaterials YC Chan, F Ahmed, L Wang, W Chen International Design Engineering Technical Conferences and Computers and …, 2020 | 5 | 2020 |
| A novel gripper for multiaxial mechanical testing of microtubes at elevated temperatures L Li, YC Chan, G Ngaile, T Hassan Review of Scientific Instruments 91 (5), 2020 | 4 | 2020 |
| t-METASET: Tailoring Property Bias of Large-Scale Metamaterial Datasets through Active Learning D Lee, YC Chan, WW Chen, L Wang, A van Beek, W Chen arXiv preprint arXiv:2202.10565, 2022 | 3 | 2022 |
| Gaussian Process Emulation for Big Data in Data-Driven Metamaterials Design R Bostanabad, YC Chan, L Wang, P Zhu, W Chen International Design Engineering Technical Conferences and Computers and …, 2019 | 2 | 2019 |
| Data-Driven and Diversity-Enhanced Design of Heterogeneous Multiscale Structures YC Chan NORTHWESTERN UNIVERSITY, 2022 | 1 | 2022 |
Wei ChenNorthwestern UniversityPatvirtintas el. paštas northwestern.edu