Jiacheng Xue
Telephone: +86 187-2968-9067 | Email: jiachengxue2001@gmail.com
Education
Xi’an Jiaotong University
Master of Mechanical Engineering, GPA: 3.53/4.00
Shaanxi, China
Sept. 2023 – present
Xi’an Jiaotong University
Bachelor of Mechanical Engineering, GPA: 3.37/4.00
Shaanxi, China
Sept. 2019 – Jul. 2023
Publications
- Chi X.†, Xue J.†, Jia L., et al. Machine Learning-Based Online Monitoring and Closed-Loop Controlling for 3D Printing of Continuous Fiber-Reinforced Composites. Additive Manufacturing Frontiers 2025;4:200196. doi: 10.1016/j.amf.2025.200196. †Co-first authors.
- Wu L., Xue J., Tian X., et al. 3D-printed Metamaterials with Versatile Functionalities. Additive Manufacturing Frontiers 2023;2:100091. doi: 10.1016/j.cjmeam.2023.100091.
- Wu L., Lu Y., Li P., Wang Y., Xue J., et al. Mechanical Metamaterials for Handwritten Digits Recognition. Advanced Science 2024;11:2308137. doi: 10.1002/advs.202308137.
- Song X., Yan S., Wang Y., Zhang H., Xue J., et al. Genetic algorithm-enabled mechanical metamaterials for vibration isolation with different payloads. Journal of Materiomics 2025;11:100944. doi: 10.1016/j.jmat.2024.100944.
Research Experience
Online Monitoring and Closed-Loop Control of 3D Printing
Sept. 2022 – Sept. 2023
- Achieved recognition accuracies of 94.7% for pure material and 97.71% for continuous fiber-reinforced composite 3D printing.
- Increased the tensile strength and elastic modulus by 17.29 and 44.80 times.
Mobile Robotic Platform for Additive Manufacturing
Apr. 2024 – Nov. 2025
- Achieved an average positioning error of 1.41mm over a 200mm movement range
- Secured invention patent in China (No. 7846171) for 3D printing robot design
Inverse Design of Mechanical Metamaterials Using Machine Learning
Oct. 2024 – present
- Attained exceptional R² accuracies of 99.62% in computational modeling and 86.99% in experimental validation
- Optimized inverse design results using prescribed weight vectors, balancing manufacturability and compactness.
Honors
- First-Class SMC Fellowship — 2021
- Outstanding Student Leader Graduate of Xi’an Jiaotong University — 2023
- First Prize in the RoboMaster National Robotics Competition — 2022, 2023 and 2024
Extracurricular Activities
- Showcased machine learning-based inverse design of metamaterials at the 3rd China Metamaterials Conference, Jiaxing, China — May 2024
- Conducted research on robotics technologies during an internship at DJI, Shenzhen, China — May 2024
- Implemented motor Field-Oriented Control (FOC) algorithms during an internship at Xihu Interaction Company, Hangzhou, China — Jul. 2024
- Presented research at the 13th Asian-Australasian Conference on Composite Materials, Kyoto, Japan — Aug. 2024
Skills
- Language: English (TOEFL: 98)
- Tools: SOLIDWORKS, ABAQUS, PYTHON, STM32, Adobe Illustrator