| Data-driven Global Sensitivity Analysis of Variable Groups for Understanding Complex Physical Interactions in Engineering Design D Lee, W Chen Journal of Mechanical Design 146, 091703-1, 2024 | | 2024 |
| Modeling Spatiotemporal Heterogeneity of Customer Preferences With Small-Scale Aggregated Data: A Spatial Panel Modeling Approach Y Chen, Y Bi, J Xie, Z Sha, M Wang, Y Fu, W Chen Journal of Computing and Information Science in Engineering 24 (8), 084503, 2024 | | 2024 |
| Heterogenous Multi-Source Data Fusion Through Input Mapping and Latent Variable Gaussian Process Y Comlek, SK Ravi, P Pandita, S Ghosh, L Wang, W Chen arXiv preprint arXiv:2407.11268, 2024 | | 2024 |
| Learning Molecular Mixture Property Using Chemistry-Aware Graph Neural Network H Zhang, T Lai, J Chen, A Manthiram, JM Rondinelli, W Chen PRX Energy 3 (2), 023006, 2024 | | 2024 |
| Simulation-free determination of microstructure representative volume element size via Fisher scores W Liu, S Mojumder, WK Liu, W Chen, DW Apley APL Machine Learning 2 (2), 2024 | | 2024 |
| Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration C Park, S Saha, J Guo, X Xie, S Mojumder, MA Bessa, D Qian, W Chen, ... arXiv preprint arXiv:2404.10296, 2024 | 1 | 2024 |
| Tire Life Assessment for Increasing Re‐Manufacturing of Commercial Vehicle Tires V Karkaria, J Chen, C Siuta, D Lim, R Radelescu, W Chen Technology Innovation for the Circular Economy: Recycling, Remanufacturing …, 2024 | | 2024 |
| Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization V Karkaria, A Goeckner, R Zha, J Chen, J Zhang, Q Zhu, J Cao, RX Gao, ... arXiv preprint arXiv:2402.17718, 2024 | 1 | 2024 |
| Interpretable Multi-Source Data Fusion Through Latent Variable Gaussian Process SK Ravi, Y Comlek, W Chen, A Pathak, V Gupta, R Umretiya, A Hoffman, ... arXiv preprint arXiv:2402.04146, 2024 | 1 | 2024 |
| 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 | 29 | 2024 |
| Fully Bayesian Inference for Latent Variable Gaussian Process Models S Yerramilli, A Iyer, W Chen, DW Apley SIAM/ASA Journal on Uncertainty Quantification 11 (4), 1357-1381, 2023 | 1 | 2023 |
| MolSets: Molecular Graph Deep Sets Learning for Mixture Property Modeling H Zhang, J Chen, JM Rondinelli, W Chen arXiv preprint arXiv:2312.16473, 2023 | | 2023 |
| Physics-aware differentiable design of magnetically actuated kirigami for shape morphing L Wang, Y Chang, S Wu, RR Zhao, W Chen Nature Communications 14 (1), 8516, 2023 | 7 | 2023 |
| Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning W Chen, R Sun, D Lee, CM Portela arXiv preprint arXiv:2401.00003, 2023 | | 2023 |
| Deep Neural Operator Enabled Concurrent Multitask Design for Multifunctional Metamaterials under Heterogeneous Fields D Lee, L Zhang, Y Yu, W Chen arXiv preprint arXiv:2312.02403, 2023 | 2 | 2023 |
| Mixed-Variable Global Sensitivity Analysis for Knowledge Discovery And Efficient Combinatorial Materials Design (IDETC2023-110756) Y Comlek, L Wang, W Chen Journal of Mechanical Design, 1-31, 2023 | | 2023 |
| Automated crystal system identification from electron diffraction patterns using multiview opinion fusion machine learning J Chen, H Zhang, CB Wahl, W Liu, CA Mirkin, VP Dravid, DW Apley, ... Proceedings of the National Academy of Sciences 120 (46), e2309240120, 2023 | 1 | 2023 |
| Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning J Chen, H Zhang, CB Wahl, W Liu, C Mirkin, V Dravid, DW Apley, W Chen AI for Accelerated Materials Design-NeurIPS 2023 Workshop, 2023 | | 2023 |
| Mixed-Variable Global Sensitivity Analysis For Knowledge Discovery And Efficient Combinatorial Materials Design Y Comlek, L Wang, W Chen arXiv preprint arXiv:2310.15124, 2023 | 2* | 2023 |
| A MACHINE LEARNING BASED TIRE LIFE PREDICTION FRAMEWORK FOR INCREASING LIFE OF COMMERCIAL VEHICLE TIRES V Karkaria, J Chen, C Siuta, D Lim, R Radelescu, W Chen Journal of Mechanical Design, 1-21, 2023 | | 2023 |
Daniel ApleyNorthwestern UniversityVerified email at u.northwestern.edu