| Image analysis-based closed loop quality control for additive manufacturing with fused filament fabrication C Liu, ACC Law, D Roberson, ZJ Kong Journal of Manufacturing Systems 51, 75-86, 2019 | 179 | 2019 |
| Online non-contact surface finish measurement in machining using graph theory-based image analysis MS Tootooni, C Liu, D Roberson, R Donovan, PK Rao, ZJ Kong, ... Journal of Manufacturing Systems 41, 266-276, 2016 | 64 | 2016 |
| An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing Z Shi, AA Mamun, C Kan, W Tian, C Liu Journal of Intelligent Manufacturing, 1-17, 2023 | 50 | 2023 |
| In-situ point cloud fusion for layer-wise monitoring of additive manufacturing Z Ye, C Liu, W Tian, C Kan Journal of Manufacturing Systems 61, 210-222, 2021 | 49 | 2021 |
| Augmented time regularized generative adversarial network (atr-gan) for data augmentation in online process anomaly detection Y Li, Z Shi, C Liu, W Tian, Z Kong, CB Williams IEEE Transactions on Automation Science and Engineering 19 (4), 3338-3355, 2021 | 48 | 2021 |
| 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 |
| A deep learning approach for the identification of small process shifts in additive manufacturing using 3D point clouds Z Ye, C Liu, W Tian, C Kan Procedia Manufacturing 48, 770-775, 2020 | 42 | 2020 |
| An integrated manifold learning approach for high-dimensional data feature extractions and its applications to online process monitoring of additive manufacturing C Liu, Z Kong, S Babu, C Joslin, J Ferguson IISE Transactions 53 (11), 1215-1230, 2021 | 39 | 2021 |
| When AI meets additive manufacturing: Challenges and emerging opportunities for human-centered products development C Liu, W Tian, C Kan Journal of Manufacturing Systems 64, 648-656, 2022 | 34 | 2022 |
| Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach C Liu, RR Wang, I Ho, ZJ Kong, C Williams, S Babu, C Joslin Journal of Intelligent Manufacturing 34 (6), 2673-2689, 2023 | 33 | 2023 |
| Securing cyber-physical additive manufacturing systems by in-situ process authentication using streamline video analysis A Al Mamun, C Liu, C Kan, W Tian Journal of Manufacturing Systems 62, 429-440, 2022 | 33 | 2022 |
| Textural analysis-based online closed-loop quality control for additive manufacturing processes C Liu, D Roberson, Z Kong IIE Annual Conference. Proceedings, 1127-1132, 2017 | 28 | 2017 |
| Rapid inverse design of metamaterials based on prescribed mechanical behavior through machine learning CS Ha, D Yao, Z Xu, C Liu, H Liu, D Elkins, M Kile, V Deshpande, Z Kong, ... Nature Communications 14 (1), 5765, 2023 | 26 | 2023 |
| An online side channel monitoring approach for cyber-physical attack detection of additive manufacturing C Liu, C Kan, W Tian International Manufacturing Science and Engineering Conference 84263 …, 2020 | 26 | 2020 |
| A Blockchain-based G-code protection approach for cyber-physical security in additive manufacturing Z Shi, C Kan, W Tian, C Liu Journal of Computing and Information Science in Engineering 21 (4), 041007, 2021 | 24 | 2021 |
| Real-time 3D surface measurement in additive manufacturing using deep learning C Liu, R Wang, Z Kong, S Babu, C Joslin, J Ferguson University of Texas at Austin, 2019 | 18 | 2019 |
| A self-inspected adaptive SMOTE algorithm (SASMOTE) for highly imbalanced data classification in healthcare T Kosolwattana, C Liu, R Hu, S Han, H Chen, Y Lin BioData Mining 16 (1), 15, 2023 | 14 | 2023 |
| Morphological dynamics-based anomaly detection towards in situ layer-wise certification for directed energy deposition processes MM Bappy, C Liu, L Bian, W Tian Journal of Manufacturing Science and Engineering 144 (11), 111007, 2022 | 12* | 2022 |
| Surface morphology analysis using convolutional autoencoder in additive manufacturing with laser engineered net shaping Z Shi, S Mandal, S Harimkar, C Liu Procedia Manufacturing 53, 16-23, 2021 | 12 | 2021 |
| A utility-based machine learning-driven personalized lifestyle recommendation for cardiovascular disease prevention A Dogan, Y Li, CP Odo, K Sonawane, Y Lin, C Liu Journal of Biomedical Informatics 141, 104342, 2023 | 9 | 2023 |
