| Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm S Guo, M Agarwal, C Cooper, Q Tian, RX Gao, WG Grace, YB Guo Journal of Manufacturing Systems 62, 145-163, 2022 | 103 | 2022 |
| Deep learning-based data fusion method for in situ porosity detection in laser-based additive manufacturing Q Tian, S Guo, E Melder, L Bian, WG Guo Journal of Manufacturing Science and Engineering 143 (4), 041011, 2021 | 79 | 2021 |
| A physics-driven deep learning model for process-porosity causal relationship and porosity prediction with interpretability in laser metal deposition Q Tian, S Guo, Y Guo CIRP Annals 69 (1), 205-208, 2020 | 47 | 2020 |
| Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing S Guo, WG Guo, L Bain IISE Transactions 52 (9), 977-997, 2020 | 25 | 2020 |
| Predicting nugget size of resistance spot welds using infrared thermal videos with image segmentation and convolutional neural network S Guo, D Wang, J Chen, Z Feng, WG Guo Journal of Manufacturing Science and Engineering 144 (2), 021009, 2022 | 12 | 2022 |
| Manufacturing process monitoring with nonparametric change-point detection in automotive industry S Guo, W Guo, A Abolhassani, R Kalamdani, S Puchala, A Januszczak, ... Journal of Manufacturing Science and Engineering 141 (7), 071013, 2019 | 12 | 2019 |
| Tweet sentiments and crowd-sourced earnings estimates as valuable sources of information around earnings releases JKS Liew, S Guo, T Zhang The Journal of Alternative Investments 19 (3), 7, 2017 | 12 | 2017 |
| SERS spectroscopy with machine learning to analyze human plasma derived sEVs for coronary artery disease diagnosis and prognosis X Huang, B Liu, S Guo, W Guo, K Liao, G Hu, W Shi, M Kuss, MJ Duryee, ... Bioengineering & Translational Medicine 8 (2), e10420, 2023 | 11 | 2023 |
| Process monitoring and fault prediction in multivariate time series using bag-of-words S Guo, W Guo IEEE Transactions on Automation Science and Engineering 19 (1), 230-242, 2020 | 11 | 2020 |
| A deep-learning-based surrogate model for thermal signature prediction in laser metal deposition S Guo, W Guo, L Bian, YB Guo IEEE Transactions on Automation Science and Engineering 20 (1), 482-494, 2022 | 9 | 2022 |
| Comparison of early stopping neural network and random forest for in-situ quality prediction in laser based additive manufacturing M Behnke, S Guo Procedia Manufacturing 53, 656-663, 2021 | 8 | 2021 |
| Identifying manufacturing operational conditions by physics-based feature extraction and ensemble clustering S Guo, M Chen, A Abolhassani, R Kalamdani, WG Guo Journal of Manufacturing Systems 60, 162-175, 2021 | 7 | 2021 |
| A data-driven diagnostic system utilizing manufacturing data mining and analytics W Guo, S Guo, H Wang, X Yu, A Januszczak, S Suriano SAE International Journal of Materials and Manufacturing 10 (3), 282-292, 2017 | 7 | 2017 |
| Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing S Guo, WG Guo, A Abolhassani, R Kalamdani IISE Transactions 53 (5), 568-581, 2021 | 6 | 2021 |
| 3D Printing‐Enabled Design and Manufacturing Strategies for Batteries: A Review N Fonseca, SV Thummalapalli, S Jambhulkar, D Ravichandran, Y Zhu, ... Small 19 (50), 2302718, 2023 | 5 | 2023 |
| Real-time defect detection using online learning for laser metal deposition H Ouidadi, S Guo, C Zamiela, L Bian Journal of Manufacturing Processes 99, 898-910, 2023 | 5 | 2023 |
| Relative accuracy of two methods for approximating observed Fisher information S Guo, JC Spall Data-Driven Modeling, Filtering and Control, 189-211, 2019 | 5 | 2019 |
| Knowledge-transfer-enabled porosity prediction for new part geometry in laser metal deposition S Guo, C Zamiela, L Bian Journal of Manufacturing Processes 103, 64-77, 2023 | 3 | 2023 |
| 3D printable hydrogel with tunable degradability and mechanical properties as a tissue scaffold for pelvic organ prolapse treatment Y Zhu, T Kwok, JC Haug, S Guo, X Chen, W Xu, D Ravichandran, ... Advanced Materials Technologies 8 (10), 2201421, 2023 | 3 | 2023 |
| UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive Manufacturing S Guo, D Wang, Z Feng, W Guo IEEE Transactions on Automation Science and Engineering 19 (4), 3276-3287, 2021 | 3 | 2021 |
Weihong "Grace" GuoIndustrial and Systems Engineering at Rutgers UniversityVerified email at rutgers.edu
