| 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 | 44 | 2022 |
| Systematic coarse-graining of epoxy resins with machine learning-informed energy renormalization A Giuntoli, NK Hansoge, A van Beek, Z Meng, W Chen, S Keten npj computational materials 7 (1), 168, 2021 | 32 | 2021 |
| Digital twins for the designs of systems: a perspective A van Beek, V Nevile Karkaria, W Chen Structural and Multidisciplinary Optimization 66 (3), 49, 2023 | 27 | 2023 |
| Scalable adaptive batch sampling in simulation-based design with heteroscedastic noise A van Beek, UF Ghumman, J Munshi, S Tao, TY Chien, ... Journal of Mechanical Design 143 (3), 031709, 2021 | 23 | 2021 |
| 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 |
| Multi-model Bayesian optimization for simulation-based design S Tao, A Van Beek, DW Apley, W Chen Journal of Mechanical Design 143 (11), 111701, 2021 | 21 | 2021 |
| Integration of normative decision-making and batch sampling for global metamodeling A Van Beek, S Tao, M Plumlee, DW Apley, W Chen Journal of Mechanical Design 142 (3), 031114, 2020 | 15 | 2020 |
| Multiscale simulation of fiber composites with spatially varying uncertainties R Bostanabad, B Liang, A van Beek, J Gao, WK Liu, J Cao, D Zeng, X Su, ... Uncertainty Quantification in Multiscale Materials Modeling, 355-384, 2020 | 14 | 2020 |
| Bayesian calibration of performance degradation in a gas turbine-driven compressor unit for prognosis health management T Wei, A Van Beek, J Hao, H Zhang, W Chen Journal of Engineering for Gas Turbines and Power 144 (5), 051014, 2022 | 7 | 2022 |
| Designing active layer of organic solar cells using multi-fidelity molecular simulations and spectral density function UF Ghumman, A van Beek, J Munshi, TY Chien, G Balasubramanian, ... Computational Materials Science 211, 111491, 2022 | 6 | 2022 |
| Global emulation through normative decision making and thrifty adaptive batch sampling A van Beek, S Tao, W Chen International Design Engineering Technical Conferences and Computers and …, 2019 | 6 | 2019 |
| A decision-centric perspective on evolving cyber-physical-social systems: effectiveness, group value, and opportunities A van Beek International Design Engineering Technical Conferences and Computers and …, 2022 | 4 | 2022 |
| Bayesian optimization for simulation-based design of multi-model systems S Tao, A Van Beek, DW Apley, W Chen International Design Engineering Technical Conferences and Computers and …, 2020 | 4 | 2020 |
| Scalable objective-driven batch sampling in simulation-based design for models with heteroscedastic noise A Van Beek, U Farooq Ghumman, J Munshi, S Tao, TY Chien, ... International Design Engineering Technical Conferences and Computers and …, 2020 | 4 | 2020 |
| Bayesian Optimization of Environmentally Sustainable Graphene Inks Produced by Wet Jet Milling LE Chaney, A van Beek, JR Downing, J Zhang, H Zhang, J Hui, ... Small, 2309579, 2024 | 3 | 2024 |
| Heuristics-enhanced model fusion considering incomplete data using kriging models A Beek, M Li, C Ren Journal of Mechanical Design 140 (2), 021403, 2018 | 3 | 2018 |
| Bayesian Optimization for Intrinsically Noisy Response Surfaces A van Beek International Conference on Applications of Statistics and Probability in …, 2023 | 1* | 2023 |
| Multiscale reduced-order modeling of fused filament fabricated composites S Mojumder, A van Beek, Z Islam, D Qian, WK Liu arXiv preprint arXiv:2209.02642, 2022 | 1 | 2022 |
| Machine learning parametrization of a coarse-grained epoxy model at varying crosslink density A Giuntoli, N Hansoge, A van Beek, Z Meng, W Chen, S Keten APS March Meeting Abstracts 2022, W16. 012, 2022 | 1 | 2022 |
| SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations UF Ghumman, A van Beek, J Munshi, TY Chien, G Balasubramanian, ... International Design Engineering Technical Conferences and Computers and …, 2021 | 1 | 2021 |
Wei ChenNorthwestern University確認したメール アドレス: northwestern.edu