In-situ monitoring of the melt pool dynamics in ultrasound-assisted metal 3D printing using machine learning

Zhichao Yanga School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

Lida Zhua School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaCorrespondence[email protected]
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Yichao Duna School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

Jinsheng Ninga School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

Shuhao Wangb Department of Mechanical Engineering, National University of Singapore,Singapore, SingaporeView further author information

Pengsheng Xuea School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

Peihua Xua School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

Miao Yua School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

Boling Yana School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

Bo Xina School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of ChinaView further author information

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