| Online real-time quality monitoring in additive manufacturing processes using heterogeneous sensors PK Rao, J Liu, D Roberson, Z Kong, C Williams Journal of Manufacturing Science and Engineering 137 (6), 061007, 2015 | 314 | 2015 |
| Deep convolutional neural network-based epileptic electroencephalogram (EEG) signal classification Y Gao, B Gao, Q Chen, J Liu, Y Zhang Frontiers in neurology 11, 525678, 2020 | 149 | 2020 |
| Layer-wise spatial modeling of porosity in additive manufacturing J Liu, C Liu, Y Bai, P Rao, CB Williams, Z Kong IISE Transactions 51 (2), 109-123, 2019 | 48 | 2019 |
| Feature-based volumetric defect classification in metal additive manufacturing A Poudel, MS Yasin, J Ye, J Liu, A Vinel, S Shao, N Shamsaei Nature Communications 13 (1), 6369, 2022 | 44 | 2022 |
| Sensor-based online process fault detection in additive manufacturing PK Rao, J Liu, D Roberson, Z Kong International Manufacturing Science and Engineering Conference 56833 …, 2015 | 40 | 2015 |
| Digital twins: representation, replication, reality, and relational (4Rs) A Hyre, G Harris, J Osho, M Pantelidakis, K Mykoniatis, J Liu Manufacturing Letters 31, 20-23, 2022 | 37 | 2022 |
| A review of machine learning techniques for process and performance optimization in laser beam powder bed fusion additive manufacturing J Liu, J Ye, D Silva Izquierdo, A Vinel, N Shamsaei, S Shao Journal of Intelligent Manufacturing 34 (8), 3249-3275, 2023 | 36 | 2023 |
| A digital twin ecosystem for additive manufacturing using a real-time development platform M Pantelidakis, K Mykoniatis, J Liu, G Harris The International Journal of Advanced Manufacturing Technology 120 (9), 6547 …, 2022 | 33 | 2022 |
| Dirichlet process Gaussian mixture models for real-time monitoring and their application to chemical mechanical planarization JP Liu, OF Beyca, PK Rao, ZJ Kong, STS Bukkapatnam IEEE Transactions on Automation Science and Engineering 14 (1), 208-221, 2016 | 32 | 2016 |
| Defect criticality analysis on fatigue life of L-PBF 17-4 PH stainless steel via machine learning A Li, S Baig, J Liu, S Shao, N Shamsaei International Journal of Fatigue 163, 107018, 2022 | 22 | 2022 |
| Nonparametric bayesian framework for material and process optimization with nanocomposite fused filament fabrication J Liu, J Ye, F Momin, X Zhang, A Li Additive Manufacturing 54, 102765, 2022 | 19 | 2022 |
| Four Rs Framework for the development of a digital twin: The implementation of Representation with a FDM manufacturing machine J Osho, A Hyre, M Pantelidakis, A Ledford, G Harris, J Liu, K Mykoniatis Journal of Manufacturing Systems 63, 370-380, 2022 | 19 | 2022 |
| Wafer quality monitoring using spatial Dirichlet process based mixed-effect profile modeling scheme JP Liu, R Jin, ZJ Kong Journal of Manufacturing Systems 48, 21-32, 2018 | 13 | 2018 |
| A novel dynamic brain network in arousal for brain states and emotion analysis Y Gao, Z Cao, J Liu, J Zhang Mathematical Biosciences and Engineering 18 (6), 7440-7463, 2021 | 8 | 2021 |
| Thermo-mechanical properties of composite filaments for 3D printing of fabrics A Jayswal, J Liu, G Harris, S Adanur Journal of Thermoplastic Composite Materials 36 (12), 4800-4825, 2023 | 5 | 2023 |
| Machine learning–driven in situ process monitoring with vibration frequency spectra for chemical mechanical planarization J Liu, J Zheng, P Rao, Z Kong The International Journal of Advanced Manufacturing Technology 111 (7), 1873 …, 2020 | 5 | 2020 |
| Thermomechanical behavior of three dimensionally printed fabric structures A Jayswal, RW Mailen, J Liu, G Harris, M Siwakoti, S Adanur Polymer Engineering & Science 63 (6), 1725-1736, 2023 | 4 | 2023 |
| Creep behavior of 3D printed polymer composites A Jayswal, J Liu, G Harris, R Mailen, S Adanur Polymer Engineering & Science 63 (11), 3809-3818, 2023 | 3 | 2023 |
| Machine learning augmented X-ray computed tomography features for volumetric defect classification in laser beam powder bed fusion J Ye, A Poudel, J Liu, A Vinel, D Silva, S Shao, N Shamsaei The International Journal of Advanced Manufacturing Technology 126 (7), 3093 …, 2023 | 3 | 2023 |
| Bayesian process optimization for additively manufactured nitinol J Ye, MS Yasin, M Muhammad, J Liu, A Vinel, D Slvia, N Shamsaei, ... University of Texas at Austin, 2021 | 3 | 2021 |
Zhenyu (James) KongSmart Manufacturing, Industrial & Systems Engineering, Virginia TechGeverifieerd e-mailadres voor vt.edu
