Yuebin Guo
Rutgers, The State University of New Jersey
H-index: 61
North America-United States
Top articles of Yuebin Guo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multimodal Data-Driven Machine Learning for the Prediction of Surface Topography in End Milling | Production Engineering | L Hu H Phan S Srinivasan C Cooper J Zhang | 2024/1/9 |
On the probabilistic prediction for extreme geometrical defects induced by laser-based powder bed fusion | CIRP Journal of Manufacturing Science and Technology | Panayiotis Kousoulas YB Guo | 2023/4/1 |
Digital twins for electro-physical, chemical, and photonic processes | CIRP Annals - Manufacturing Technology | Yuebin Guo Andreas Klink Paulo Bartolo Weihong Grace Guo | 2023/5/31 |
Synergic Effects of Nanosecond Laser Ablation and PVD-Coating on Cemented Carbides: Assessment on Surface and Mechanical Integrity | Metals | Shiqi Fang Luis Llanes YB Guo Dirk Bähre | 2023/12/28 |
Physics-informed deep learning of gas flow-melt pool multi-physical dynamics during powder bed fusion | CIRP Annals | Rahul Sharma Maziar Raissi Yuebin Guo | 2023/1/1 |
Process Signature for Porosity-Dominant Fatigue Scattering of Materials Processed by Laser Fusion | Journal of Failure Analysis and Prevention | Panayiotis Kousoulas YB Guo | 2023/10 |
Explainable AI for layer-wise emission prediction in laser fusion | CIRP Annals - Manufacturing Technology | Weihong Grace Guo Vidita Gawade Bi Zhang Yuebin Guo | 2023/4/5 |
Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics | arXiv preprint arXiv:2307.12304 | R Sharma W Grace Guo M Raissi YB Guo | 2023/7/23 |
Surface roughness prediction through GAN-synthesized power signal as a process signature | Journal of Manufacturing Systems | Robert X Gao Clayton Cooper Jianjing Zhang YB Guo | 2023/6/1 |
Quantifying and modeling overheating using 3D pyrometry map in powder bed fusion | Manufacturing Letters | Vidita Gawade George Galkin YB Guo Weihong Grace Guo | 2022/9/1 |
In-situ and real-time 3D pyrometry for thermal history diagnosis in laser fusion process | Manufacturing Letters | G Galkin V Gawade W Guo J Yi YB Guo | 2022/9/1 |
A deep-learning-based surrogate model for thermal signature prediction in laser metal deposition | IEEE Transactions on Automation Science and Engineering | Shenghan Guo Weihong Guo Linkan Bian YB Guo | 2022/3/28 |
Layer-wise Emissivity Prediction in Powder Bed Fusion using Time Series and Deep Learning Models | IIE Annual Conference. Proceedings | Vidita Gawade YB Guo Weihong Guo | 2022 |
Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm | Shenghan Guo Mohit Agarwal Clayton Cooper Qi Tian Robert X Gao | 2022/1/1 | |
Texture-Aware Ridgelet Transform and Machine Learning for Surface Roughness Prediction | IEEE Transactions on Instrumentation and Measurement | Clayton Cooper Jianjing Zhang Liwen Hu Yuebin Guo Robert X Gao | 2022/10/13 |
Gaussian process (GP)-based learning control of selective laser melting process | Farshid Asadi Alaa Olleak Jingang Yi Yuebin Guo | 2021/5/25 | |
Computational Modeling and Physics-Informed Machine Learning of Metal Additive Manufacturing: State-of-the-Art and Future Perspective | R Sharma YB Guo | 2021 | |
A physics-driven deep learning model for process-porosity causal relationship and porosity prediction with interpretability in laser metal deposition | CIRP Annals - Manufacturing Technology | Weihong Grace Guo Qi Tian Shenghan Guo Yuebin Guo | 2020/1/1 |
Co-Authors
