In this review article, various types of ML techniques are first introduced. It is then followed by the discussion on their use in various aspects of AM such as design for 3D printing, material tuning, process optimization, in situ monitoring, cloud service, and cyber security. Potential applications in the biomedical, tissue engineering and building and construction will be highlighted. The challenges faced by ML in AM such as computational cost, standards for qualification and data acquisition techniques will also be discussed.
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Nanomanufacturing of graphene nanosheets through nano-hole opening and closing
Yanan Chen, Yilin Wang, Shuze Zhu, Kun Fu, Xiaogang Han, Yanbin Wang, Bin Zhao, Tian Li, Boyang Liu, Yiju Li, Jiaqi Dai, Hua Xie, Teng Li, John W Connell, Yi Lin, Liangbing Hu
Nanomanufacturing of graphene nanosheets through nano-hole opening and closing
Materials Today PDF
Yanan Chen, Yilin Wang, Shuze Zhu, Kun Fu, Xiaogang Han, Yanbin Wang, Bin Zhao, Tian Li, Boyang Liu, Yiju Li, Jiaqi Dai, Hua Xie, Teng Li, John W Connell, Yi Lin, Liangbing Hu
Materials Today PDF
Hybrid Carbon Nanotube Fabrics with Sacrificial Nanofibers for Flexible High Performance Lithium-Ion Battery Anodes
Yanan Chen, Yilin Wang, Shuze Zhu, Kun Fu, Xiaogang Han, Yanbin Wang, Bin Zhao, Tian Li, Boyang Liu, Yiju Li, Jiaqi Dai, Hua Xie, Teng Li, John W Connell, Yi Lin, Liangbing Hu
Hybrid Carbon Nanotube Fabrics with Sacrificial Nanofibers for Flexible High Performance Lithium-Ion Battery Anodes
Journal of The Electrochemical Society. PDF
Yanan Chen, Yilin Wang, Shuze Zhu, Kun Fu, Xiaogang Han, Yanbin Wang, Bin Zhao, Tian Li, Boyang Liu, Yiju Li, Jiaqi Dai, Hua Xie, Teng Li, John W Connell, Yi Lin, Liangbing Hu
Journal of The Electrochemical Society. PDF
Epitaxial Welding of Carbon Nanotube Networks for Aqueous Battery Current Collectors
Yonggang Yao, Feng Jiang, Chongyin Yang, Kun Kelvin Fu, John Hayden, Chuan-Fu Lin, Hua Xie, Miaolun Jiao, Chunpeng Yang, Yilin Wang, Shuaiming He, Fujun Xu, Emily Hitz, Tingting Gao, Jiaqi Dai, Wei Luo, Gary Rubloff, Chunsheng Wang, Liangbing Hu
Epitaxial Welding of Carbon Nanotube Networks for Aqueous Battery Current Collectors
Yonggang Yao, Feng Jiang, Chongyin Yang, Kun Kelvin Fu, John Hayden, Chuan-Fu Lin, Hua Xie, Miaolun Jiao, Chunpeng Yang, Yilin Wang, Shuaiming He, Fujun Xu, Emily Hitz, Tingting Gao, Jiaqi Dai, Wei Luo, Gary Rubloff, Chunsheng Wang, Liangbing Hu
ACS nano PDF
Necklace‐Like Silicon Carbide and Carbon Nanocomposites Formed by Steady Joule Heating
ACS nano PDF
Hua Xie, Kun Fu, Chunpeng Yang, Yonggang Yao, Jiancun Rao, Yubing Zhou, Boyang Liu, Dylan Kirsch, Liangbing Hu
Necklace‐Like Silicon Carbide and Carbon Nanocomposites Formed by Steady Joule Heating
Small Methods PDF
Hua Xie, Kun Fu, Chunpeng Yang, Yonggang Yao, Jiancun Rao, Yubing Zhou, Boyang Liu, Dylan Kirsch, Liangbing Hu
Small Methods PDF
Textile Inspired Lithium–Oxygen Battery Cathode with Decoupled Oxygen and Electrolyte Pathways
Shaomao Xu, Yonggang Yao, Yuanyuan Guo, Xiaoqiao Zeng, Steven D Lacey, Huiyu Song, Chaoji Chen, Yiju Li, Jiaqi Dai, Yanbin Wang, Yanan Chen, Boyang Liu, Kun Fu, Khalil Amine, Jun Lu, Liangbing Hu
Textile Inspired Lithium–Oxygen Battery Cathode with Decoupled Oxygen and Electrolyte Pathways
Advanced Materials PDF
Shaomao Xu, Yonggang Yao, Yuanyuan Guo, Xiaoqiao Zeng, Steven D Lacey, Huiyu Song, Chaoji Chen, Yiju Li, Jiaqi Dai, Yanbin Wang, Yanan Chen, Boyang Liu, Kun Fu, Khalil Amine, Jun Lu, Liangbing Hu
Advanced Materials PDF
FU RESEARCH GROUP
Composite & Additive Manufacturing (CAM) Lab
Composite Materials & Manufacturing Innovations
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