| Dynamic crushing of the circular-celled honeycombs under out-of-plane impact LL Hu, XL He, GP Wu, TX Yu International Journal of Impact Engineering 75, 150-161, 2015 | 74 | 2015 |
| Deep autoencoders for physics-constrained data-driven nonlinear materials modeling X He, Q He, JS Chen Computer Methods in Applied Mechanics and Engineering 385, 114034, 2021 | 58 | 2021 |
| LaSDI: Parametric Latent Space Dynamics Identification WD Fries, X He, Y Choi Computer Methods in Applied Mechanics and Engineering 399, 115436, 2022 | 47 | 2022 |
| Thermodynamically Consistent Machine-Learned Internal State Variable Approach for Data-Driven Modeling of Path-Dependent Materials X He, JS Chen Computer Methods in Applied Mechanics and Engineering 402, 115348, 2022 | 36 | 2022 |
| gLaSDI: Parametric Physics-informed Greedy Latent Space Dynamics Identification X He, Y Choi, WD Fries, JL Belof, JS Chen Journal of Computational Physics 489, 112267, 2023 | 28 | 2023 |
| Microstructural analysis of skeletal muscle force generation during aging Y Zhang, JS Chen, Q He, X He, RR Basava, J Hodgson, U Sinha, S Sinha International journal for numerical methods in biomedical engineering 36 (1 …, 2020 | 27 | 2020 |
| Influence of internal pressure on the out-of-plane dynamic behavior of circular-celled honeycombs LL Hu, DY Cai, GP Wu, XL He, TX Yu International Journal of Impact Engineering 104, 64-74, 2017 | 26 | 2017 |
| A Feature-Encoded Physics-Informed Parameter Identification Neural Network for Musculo-Skeletal Systems K aneja, X He, Q He, X Zhao, YA Lin, K Loh, JS Chen Journal of Biomechanical Engineering, 2022 | 15 | 2022 |
| Physics-constrained local convexity data-driven modeling of anisotropic nonlinear elastic solids X He, Q He, JS Chen, U Sinha, S Sinha Data-Centric Engineering 1, e19, 2020 | 13 | 2020 |
| Initial simulations of empty room collapse and reconsolidation at the waste isolation pilot plant B Reedlunn, G Moutsanidis, J Baek, TH Huang, J Koester, X He, H Wei, ... ARMA US Rock Mechanics/Geomechanics Symposium, ARMA-2020-1590, 2020 | 10 | 2020 |
| Multiscale modeling of passive material influences on deformation and force output of skeletal muscles X He, K Taneja, JS Chen, CH Lee, J Hodgson, V Malis, U Sinha, S Sinha International Journal for Numerical Methods in Biomedical Engineering 38 (4 …, 2022 | 8 | 2022 |
| A multi-resolution physics-informed recurrent neural network: formulation and application to musculoskeletal systems K Taneja, X He, QZ He, JS Chen Computational Mechanics 73 (5), 1125-1145, 2024 | 6 | 2024 |
| Weak-form latent space dynamics identification A Tran, X He, DA Messenger, Y Choi, DM Bortz Computer Methods in Applied Mechanics and Engineering 427, 116998, 2024 | 4 | 2024 |
| Recent progress toward catalyst properties, performance, and prediction with data-driven methods YY Chen, MR Kunz, X He, R Fushimi Current Opinion in Chemical Engineering 37, 100843, 2022 | 4 | 2022 |
| A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling C Bonneville, X He, A Tran, JS Park, W Fries, DA Messenger, SW Cheung, ... arXiv preprint arXiv:2403.10748, 2024 | 2 | 2024 |
| Internal calibration of transient kinetic data via machine learning MR Kunz, A Yonge, X He, R Batchu, Z Fang, Y Wang, GS Yablonsky, ... Catalysis Today 417, 113650, 2023 | 2 | 2023 |
| Deep Autoencoders for Nonlinear Physics-Constrained Data-Driven Computational Framework with Application to Biological Tissue Modeling X He, Q He, JS Chen AAAI Spring Symposium: MLPS, 2021 | 2 | 2021 |
| Certified data-driven physics-informed greedy auto-encoder simulator X He, Y Choi, WD Fries, JL Belof, JS Chen arXiv preprint arXiv:2211.13698, 2022 | 1 | 2022 |
| Equivalent acoustic parameters in a periodical waveguide structure CY Jiang, XL He, LX Huang Fluid-Structure-Sound Interactions and Control: Proceedings of the 3rd …, 2016 | 1 | 2016 |
| WgLaSDI: Weak-Form Greedy Latent Space Dynamics Identification X He, A Tran, DM Bortz, Y Choi arXiv preprint arXiv:2407.00337, 2024 | | 2024 |
