Investigation of deep learning for real-time melt pool classification in additive manufacturing Z Yang, Y Lu, H Yeung, S Krishnamurty 2019 IEEE 15th international conference on automation science and …, 2019 | 101 | 2019 |
A meltpool prediction based scan strategy for powder bed fusion additive manufacturing H Yeung, Z Yang, L Yan Additive Manufacturing 35, 101383, 2020 | 86 | 2020 |
From scan strategy to melt pool prediction: A neighboring-effect modeling method Z Yang, Y Lu, H Yeung, S Krishnamurty Journal of Computing and Information Science in Engineering 20 (5), 051001, 2020 | 68 | 2020 |
Investigating grey-box modeling for predictive analytics in smart manufacturing Z Yang, D Eddy, S Krishnamurty, I Grosse, P Denno, Y Lu, P Witherell International design engineering technical conferences and computers and …, 2017 | 59 | 2017 |
Hybrid modeling approach for melt-pool prediction in laser powder bed fusion additive manufacturing T Moges, Z Yang, K Jones, S Feng, P Witherell, Y Lu Journal of Computing and Information Science in Engineering 21 (5), 050902, 2021 | 49 | 2021 |
Self-improving additive manufacturing knowledge management Y Lu, Z Yang, D Eddy, S Krishnamurty International Design Engineering Technical Conferences and Computers and …, 2018 | 41 | 2018 |
Data-driven characterization of thermal models for powder-bed-fusion additive manufacturing W Yan, Y Lu, K Jones, Z Yang, J Fox, P Witherell, G Wagner, WK Liu Additive manufacturing 36, 101503, 2020 | 36 | 2020 |
Deep learning-based data registration of melt-pool-monitoring images for laser powder bed fusion additive manufacturing J Kim, Z Yang, H Ko, H Cho, Y Lu Journal of Manufacturing Systems 68, 117-129, 2023 | 35 | 2023 |
Camera-based coaxial melt pool monitoring data registration for laser powder bed fusion additive manufacturing Y Lu, Z Yang, J Kim, H Cho, H Yeung ASME International Mechanical Engineering Congress and Exposition 84492 …, 2020 | 30 | 2020 |
Investigating predictive metamodeling for additive manufacturing Z Yang, D Eddy, S Krishnamurty, I Grosse, P Denno, F Lopez International Design Engineering Technical Conferences and Computers and …, 2016 | 30 | 2016 |
3d build melt pool predictive modeling for powder bed fusion additive manufacturing Z Yang, Y Lu, H Yeung, S Kirshnamurty International Design Engineering Technical Conferences and Computers and …, 2020 | 29 | 2020 |
A framework driven by physics-guided machine learning for process-structure-property causal analytics in additive manufacturing H Ko, Y Lu, Z Yang, NY Ndiaye, P Witherell Journal of Manufacturing Systems 67, 213-228, 2023 | 28 | 2023 |
In-process data fusion for process monitoring and control of metal additive manufacturing Z Yang, Y Lu, S Li, J Li, Y Ndiaye, H Yang, S Krishnamurty International design engineering technical conferences and computers and …, 2021 | 24 | 2021 |
Dynamic metamodeling for predictive analytics in advanced manufacturing Z Yang, D Eddy, S Krishnamurty, I Grosse, P Denno, PW Witherell, ... Smart and Sustainable Manufacturing Systems 2 (1), 18-39, 2018 | 19 | 2018 |
3D finite element modeling of pelvic organ prolapse Z Yang, J Hayes, S Krishnamurty, IR Grosse Computer methods in biomechanics and biomedical engineering 19 (16), 1772-1784, 2016 | 18 | 2016 |
Additive manufacturing in situ and ex situ geometric data registration SC Feng, Y Lu, AT Jones, Z Yang Journal of computing and information science in engineering 22 (6), 061003, 2022 | 16 | 2022 |
Machine learning based prediction of melt pool morphology in a laser-based powder bed fusion additive manufacturing process Z Zhang, CK Sahu, SK Singh, R Rai, Z Yang, Y Lu International Journal of Production Research 62 (5), 1803-1817, 2024 | 15 | 2024 |
Spatial-temporal modeling using deep learning for real-time monitoring of additive manufacturing H Ko, J Kim, Y Lu, D Shin, Z Yang, Y Oh International Design Engineering Technical Conferences and Computers and …, 2022 | 15 | 2022 |
A super-metamodeling framework to optimize system predictability Z Yang, D Eddy, S Krishnamurty, I Grosse, Y Lu International Design Engineering Technical Conferences and Computers and …, 2018 | 14 | 2018 |
A domain-driven approach to metamodeling in additive manufacturing Z Yang, T Hagedorn, D Eddy, S Krishnamurty, I Grosse, P Denno, Y Lu, ... International design engineering technical conferences and computers and …, 2017 | 13 | 2017 |