| Data-driven discovery of dimensionless numbers and governing laws from scarce measurements X Xie, A Samaei, J Guo, WK Liu, Z Gan Nature communications 13 (1), 7562, 2022 | 41 | 2022 |
| Convolution hierarchical deep-learning neural network tensor decomposition (C-HiDeNN-TD) for high-resolution topology optimization H Li, S Knapik, Y Li, C Park, J Guo, S Mojumder, Y Lu, W Chen, DW Apley, ... Computational Mechanics 72 (2), 363-382, 2023 | 15 | 2023 |
| Convolution hierarchical deep-learning neural network (c-hidenn) with graphics processing unit (gpu) acceleration C Park, Y Lu, S Saha, T Xue, J Guo, S Mojumder, DW Apley, GJ Wagner, ... Computational Mechanics 72 (2), 383-409, 2023 | 14 | 2023 |
| Experimental study on the permeability characteristic of fused quartz sand and mixed oil as a transparent soil B Huang, C Guo, Y Tang, J Guo, L Cao Water 11 (12), 2514, 2019 | 10 | 2019 |
| Deep Learning Discrete Calculus (DLDC): a family of discrete numerical methods by universal approximation for STEM education to frontier research S Saha, C Park, S Knapik, J Guo, O Huang, WK Liu Computational mechanics 72 (2), 311-331, 2023 | 8 | 2023 |
| An introduction to kernel and operator learning methods for homogenization by self-consistent clustering analysis O Huang, S Saha, J Guo, WK Liu Computational Mechanics 72 (1), 195-219, 2023 | 5 | 2023 |
| Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity L Zhang, C Park, Y Lu, H Li, S Mojumder, S Saha, J Guo, Y Li, T Abbott, ... Computer Methods in Applied Mechanics and Engineering 417, 116356, 2023 | 2 | 2023 |
| Statistical parameterized physics-based machine learning digital twin models for laser powder bed fusion process Y Li, S Mojumder, Y Lu, AA Amin, J Guo, X Xie, W Chen, GJ Wagner, ... arXiv preprint arXiv:2311.07821, 2023 | 2 | 2023 |
| 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 |
| Extended tensor decomposition model reduction methods: Training, prediction, and design under uncertainty Y Lu, S Mojumder, J Guo, Y Li, WK Liu Computer Methods in Applied Mechanics and Engineering 418, 116550, 2024 | 1 | 2024 |
| Fragility Analysis of RC Frame Structures Subjected to Obliquely Incident Seismic Waves B Huang, J Guo, K Liao, Y Zhao Sustainability 13 (3), 1108, 2021 | 1 | 2021 |
| Building information extraction and earthquake damage prediction in an old urban area based on UAV oblique photogrammetry Y Zhao, B Huang, Z Zhu, J Guo, J Jiang Natural Hazards, 1-28, 2024 | | 2024 |
| Statistical parameterized physics-based machine learning digital shadow models for laser powder bed fusion process Y Li, S Mojumder, Y Lu, A Al Amin, J Guo, X Xie, W Chen, GJ Wagner, ... Additive Manufacturing 87, 104214, 2024 | | 2024 |
| Self-consistent Clustering Analysis-Based Moving Morphable Component (SMMC) Method for Multiscale Topology Optimization Y Li, J Guo, H Li, H Chen Acta Mechanica Solida Sinica 36 (6), 884-898, 2023 | | 2023 |
| Dynamic centrifuge modeling of a shallow founded structure on layered soft clay considering the hard crust layer J Guo, L Cao, B Huang 10th International Conference on Physical Modelling in Geotechnics 2022, 660-663, 2023 | | 2023 |
| Operator Learning Theory: k-means Clustering and Fourier Neural Operators WK Liu, S Saha, J Guo | | |
