Chenang Liu

发表

Online non-contact surface finish measurement in machining using graph theory-based image analysis

Satish T. S. Bukkapatnam, Zhenyu Kong, M. Samie Tootooni, 2016 .

When AI meets additive manufacturing: Challenges and emerging opportunities for human-centered products development

Chenang Liu, Wenmeng Tian, Chen Kan, 2022, Journal of Manufacturing Systems.

A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare

Chenang Liu, Ying-Jia Lin, Yuxuan Li, 2022, ArXiv.

Augmented Time Regularized Generative Adversarial Network (ATR-GAN) for Data Augmentation in Online Process Anomaly Detection

Z. Kong, Chenang Liu, Wenmeng Tian, 2022, IEEE Transactions on Automation Science and Engineering.

Multi-Branching Neural Network for Myocardial Infarction Prediction

Chenang Liu, B. Yao, Zekai Wang, 2022, 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE).

Model-Informed Generative Adversarial Network (MI-GAN) for Learning Optimal Power Flow

Chaoyue Zhao, Chenang Liu, Yuxuan Li, 2022, IISE Transactions.

Hybrid data-driven feature extraction-enabled surface modeling for metal additive manufacturing

Chenang Liu, S. Harimkar, Soumya Mandal, 2022, The International Journal of Advanced Manufacturing Technology.

Securing cyber-physical additive manufacturing systems by in-situ process authentication using streamline video analysis

Abdullah Al Mamun, Chenang Liu, Wenmeng Tian, 2022, Journal of Manufacturing Systems.

A multilayer network-enabled ultrasonic image series analysis approach for online cancer drug delivery monitoring

Joshua VanOsdol, Ashish Ranjan, Chenang Liu, 2021, Comput. Methods Programs Biomed..

Characteristics of circulating small noncoding RNAs in plasma and serum during human aging

Chenang Liu, D. Hagen, Zhangyue Shi, 2023, Aging medicine (Milton (N.S.W)).

Layer-wise spatial modeling of porosity in additive manufacturing

Prahalada K. Rao, Z. Kong, Chenang Liu, 2018, IISE Trans..

Transformer-enabled Generative Adversarial Imputation Network with Selective Generation (SGT-GAIN) for Missing Region Imputation

Chenang Liu, Yuxuan Li, Zhangyue Shi, 2023, IISE Transactions.

Real-time Process Authentication for Additive Manufacturing Processes based on In-situ Video Analysis

Chenang Liu, Abdullah Al Mamun, Wenmeng Tian, 2021, Procedia Manufacturing.

A self-inspected adaptive SMOTE algorithm (SASMOTE) for highly imbalanced data classification in healthcare

Shizhong Han, Chenang Liu, Ying Lin, 2023, BioData Mining.

An integrated manifold learning approach for high-dimensional data feature extractions and its applications to online process monitoring of additive manufacturing

Zhenyu Kong, Chenang Liu, S. S. Babu, 2020, IISE Trans..

A Utility-Based Machine Learning-Driven Personalized Lifestyle Recommendation for Cardiovascular Disease Prevention

K. Sonawane, Chenang Liu, Ying Lin, 2022, medRxiv.

Image analysis-based closed loop quality control for additive manufacturing with fused filament fabrication

Zhenyu Kong, Chenang Liu, Andrew Chung Chee Law, 2019, Journal of Manufacturing Systems.

In-situ point cloud fusion for layer-wise monitoring of additive manufacturing

Zehao Ye, Chenang Liu, Wenmeng Tian, 2021, Journal of Manufacturing Systems.

Enabling Chemo-Immunotherapy with HIFU in Canine Cancer Patients

Chenang Liu, A. Ranjan, D. Dugat, 2023, Annals of biomedical engineering.

Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach

Z. Kong, Chenang Liu, Rongxuan Wang, 2022, Journal of Intelligent Manufacturing.

Surface Morphology Analysis Using Convolutional Autoencoder in Additive Manufacturing with Laser Engineered Net Shaping

Chenang Liu, Zhangyue Shi, Soumya Mandal, 2021, Procedia Manufacturing.

Smart Additive Manufacturing Using Advanced Data Analytics and Closed Loop Control

Chenang Liu, Chenang Liu, 2019 .

A real-time surface measurement in AM using deep learning

Z. Kong, Chenang Liu, James Ferguson, 2021 .

Solving Non-linear Optimization Problem in Engineering by Model-Informed Generative Adversarial Network (MI-GAN)

Chenang Liu, Yuxuan Li, Chaoyue Zhao, 2022, 2022 IEEE International Conference on Data Mining Workshops (ICDMW).

An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing

Abdullah Al Mamun, Chenang Liu, Wenmeng Tian, 2022, Journal of Intelligent Manufacturing.

An Online Side Channel Monitoring Approach for Cyber-Physical Attack Detection of Additive Manufacturing

Chenang Liu, Wenmeng Tian, Chen Kan, 2020 .

Attention-stacked Generative Adversarial Network (AS-GAN)-empowered Sensor Data Augmentation for Online Monitoring of Manufacturing System

Chenang Liu, Yuxuan Li, 2023, ArXiv.

Knowledge Distillation-based Information Sharing for Online Process Monitoring in Decentralized Manufacturing System

Chenang Liu, Yuxuan Li, Zhangyue Shi, 2023, ArXiv.

Echo State Network Learning for the Detection of Cyber Attacks in Additive Manufacturing

Chenang Liu, Wenmeng Tian, Houliang Zhou, 2021, 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE).

Knowledge Distillation-enabled Multi-stage Incremental Learning for Online Process Monitoring in Advanced Manufacturing

Chenang Liu, Yuxuan Li, Zhangyue Shi, 2022, 2022 IEEE International Conference on Data Mining Workshops (ICDMW).

A Blockchain-Enabled Approach for Online Stream Sensor Data Protection in Cyber-Physical Manufacturing Systems

Chenang Liu, Wenmeng Tian, Chen Kan, 2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE).

A Deep Learning Approach for the Identification of Small Process Shifts in Additive Manufacturing using 3D Point Clouds

Chen Kan, Zehao Ye, Chenang Liu, 2020, Procedia Manufacturing.

A Spectral Fiedler Field-based Contrast Platform for Imaging of Nanoparticles in Colon Tumor

Z. Kong, A. Kapoor, Chenang Liu, 2018, Scientific Reports.

Ensemble Generative Adversarial Imputation Network with Selective Multi-Generator (ESM-GAIN) for Missing Data Imputation

Chenang Liu, Yuxuan Li, Ayse Dogan, 2022, 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE).

Collaborative Discrimination-Enabled Generative Adversarial Network (CoD-GAN) for the Data Augmentation in Imbalanced Classification

Chenang Liu, Ziyang Zhang, Yuxuan Li, 2022, 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE).

FFF-based metal and ceramic additive manufacturing: Production scale-up from a stream of variation analysis perspective

Chenang Liu, Blake Ray, Boris Oskolkov, 2023, Manufacturing Letters.

ADs: Active Data-sharing for Data Quality Assurance in Advanced Manufacturing Systems

Chenang Liu, Yuxuan Li, Yue Zhao, 2024, ArXiv.

Knowledge Distillation-based Information Sharing for Online Process Monitoring in Decentralized Manufacturing System

Chenang Liu, Yuxuan Li, Zhangyue Shi, 2023, Journal of Intelligent Manufacturing.

Leveraging small-scale datasets for additive manufacturing process modeling and part certification: Current practice and remaining gaps

Chenang Liu, M. Bappy, Wenmeng Tian, 2024, Journal of Manufacturing Systems.

Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing

Chenang Liu, Wenmeng Tian, Durant Fullington, 2024, J. Comput. Inf. Sci. Eng..

In-situ Layer-wise Certification for Direct Energy Deposition Processes based on Morphological Dynamics Analysis

L. Bian, Chenang Liu, Wenmeng Tian, 2022, Journal of Manufacturing Science and Engineering.

A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing

Wenmeng Tian, Chenang Liu, Chen Kan, 2020, J. Comput. Inf. Sci. Eng..

A user-centered smart inhaler algorithm for targeted drug delivery in juvenile onset recurrent respiratory papillomatosis treatment integrating computational fluid particle dynamics and machine learning

Chenang Liu, J. Shah, Changjie Cai, 2024, Physics of Fluids.