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Chenang Liu
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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
1872019
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
662016
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
572021
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
542023
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
532021
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
532019
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
462022
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
432023
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
432020
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
422021
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
352023
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
352022
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
292017
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
272020
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
252021
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
182023
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
182019
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
13*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
122021
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
92023
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