Wenmeng Tian

According to our database, Wenmeng Tian authored at least 14 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Noise-Conditioned Adversarial Diffusion Denoising Implicit Model (NCA-DDIM) for Data Augmentation in Engineering Applications.

Emmanuel Yangue, Wenmeng Tian, Yu Feng, Chenang Liu

IEEE Trans Autom. Sci. Eng., 2026

2025

Advancing Thermal Physics-Informed PointNet Distortion Prediction Capabilities in Wire Arc-Directed Energy Deposition.

Christian Zamiela, Ryan Stokes, Wenmeng Tian, Matthew W. Priddy, Linkan Bian

J. Comput. Inf. Sci. Eng., 2025

Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems.

Boris Oskolkov, Chen Kan, Wenmeng Tian, Andrew Chung Chee Law, Chenang Liu

J. Comput. Inf. Sci. Eng., 2025

Adaptive Thermal History De-Identification for Privacy-Preserving Data Sharing of Directed Energy Deposition Processes.

Mahathir Mohammad Bappy, Durant Fullington, Linkan Bian, Wenmeng Tian

J. Comput. Inf. Sci. Eng., 2025

DP-SGD-global-adapt-V2-S: Triad improvements of privacy, accuracy and fairness via step decay noise multiplier and step decay upper clipping threshold.

Sai Venkatesh Chilukoti, Md. Imran Hossen, Liqun Shan, Vijay Srinivas Tida, Mahathir Mohammad Bappy, Wenmeng Tian, Xiali Hei

Electron. Commer. Res. Appl., 2025

Kolmogorov-Arnold Networks (KAN)-enabled Incremental Learning for Online Process Monitoring of Additive Manufacturing.

Boris Oskolkov, Emmanuel Yangue, Wenmeng Tian, Chen Kan, Chenang Liu

Proceedings of the 21st IEEE International Conference on Automation Science and Engineering, 2025

2024

Sensor Data Protection Through Integration of Blockchain and Camouflaged Encryption in Cyber-Physical Manufacturing Systems.

Zhangyue Shi, Boris Oskolkov, Wenmeng Tian, Chen Kan, Chenang Liu

J. Comput. Inf. Sci. Eng., July, 2024

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

Emmanuel Yangue, Durant Fullington, Owen Smith, Wenmeng Tian, Chenang Liu

J. Comput. Inf. Sci. Eng., June, 2024

2023

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

Zhangyue Shi, Abdullah Al Mamun, Chen Kan, Wenmeng Tian, Chenang Liu

J. Intell. Manuf., April, 2023

2022

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

Yuxuan Li, Zhangyue Shi, Chenang Liu, Wenmeng Tian, Zhenyu James Kong, Christopher B. Williams

IEEE Trans Autom. Sci. Eng., 2022

2021

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

Zhangyue Shi, Chen Kan, Wenmeng Tian, Chenang Liu

J. Comput. Inf. Sci. Eng., 2021

In Situ Nondestructive Fatigue-Life Prediction of Additive Manufactured Parts by Establishing a Process-Defect-Property Relationship.

Seyyed Hadi Seifi, Aref Yadollahi, Wenmeng Tian, Haley R. Doude, Vincent H. Hammond, Linkan Bian

Adv. Intell. Syst., 2021

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

Houliang Zhou, Chenang Liu, Wenmeng Tian, Chen Kan

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2019

The Importance of Baselining Division 1 Football Athlete Jumping Movements for Performance, Injury Mitigation, and Return to Play.

Reuben F. Burch V., Lesley Strawderman, Anthony Piroli, Harish Chander, Wenmeng Tian, Fredrick Murphy

Proceedings of the Advances in Social and Occupational Ergonomics, 2019