Research

• Data-driven methods for process-structure relationship in the directed energy deposition of cobalt-chromium alloy (Stellite 21) coatings

Jia Liu, Anyi Li, Ziyad Smoqi, Prahalada Rao
2020

• Research of machine learning in additive manufacturing with ABS/Graphene-based nanocomposite innovation

Incorporate process parameter optimization and ABS/graphene nanocomposite design on FFF in a data-driven way.
Jiafeng Ye, Xinyu Zhang, Chenang Liu, Jia Liu
2020

• Interpretable machine learning for discovering defect criticality on fatigue life.

 Develop data-driven methods for discovering defect criticality on fatigue life.
Shaharyar Baig, Anyi Li, Shuai Shao, Nima Shamsaei, Jia Liu
2020

• Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification

Yunyan Qing, Bo Gao, Qiang Chen, Jia Liu, and Yingchun Zhang
Frontiers in Neurology, 2020

• Layer-wise Spatial Modeling of Porosity in Additive Manufacturing

Liu, J., Liu, C., Bai, Y., Rao. P., Williams, C., Kong, Z
IISE Transactions & Featured research in ISE Magazine, January 2019