Zhixin Liu

Machine Learning Enables Process Optimization of Aerosol Jet 3D Printing Based on the Droplet Morphology

Haining Zhang, Enhang Hong, Xindong Chen et al. · ACS Applied Materials & Interfaces · 2023 · 15 citations

A Comprehensive Investigation of Process Parameters and Material Properties Effects on Printed Line Quality of Aerosol Jet Printing Based on Coupled Three-dimensional Numerical Models

Zhixin Liu, Yebao Liu, Lewei He et al. · International Journal of Precision Engineering and Manufacturing-Green Technology · 2024 · 15 citations

Printed Line Quality, Engineering, Aerosol Jet Printing +6

A machine learning framework for process optimization in aerosol jet 3D printing

Yujia Liu, Shuai Yin, Zhixin Liu et al. · Flexible and Printed Electronics · 2023 · 12 citations · Full text

Machine learning enables electrical resistivity modeling of printed lines in aerosol jet 3D printing

Mingdong Li, Shuai Yin, Zhixin Liu et al. · Scientific Reports · 2024 · 12 citations · Full text

Comparison and Identification of Optimal Machine Learning Model for Rapid Optimization of Printed Line Characteristics of Aerosol Jet Printing Technology

Mingdong Li, Zhixin Liu, Shuai Yin et al. · International Journal of Precision Engineering and Manufacturing-Green Technology · 2023 · 11 citations

Model Optimization, Engineering, Aerospace Engineering +8