Machine learning for powder-based metal additive manufacturing /

Bibliographic Details
Corporate Author:	ScienceDirect (Online service)
Other Authors:	Singh, Gurminder (Professor of mechanical engineering) (Editor), Imani, Farhad (Editor), Tewari, Asim (Editor), Mishra, Sushil (Editor)
Format:	eBook
Language:	English
Published:	Amsterdam, Netherlands ; Cambridge, MA : Elsevier, [2025]
Series:	Additive manufacturing materials and technologies
Subjects:	Additive manufacturing > Data processing. Machine learning. Fabrication additive > Informatique. Apprentissage automatique. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Overview of machine learning for additive manufacturing / Nishkarsh Srivastava, Amit Kumar Singh and Amit Arora
Machine learning for design in additive manufacturing / Muhammad Arif Mahmood, Sung-Heng Wu, Frank Liou and Kashif Ishfaq
Machine learning for materials developments in metals additive manufacturing / Jasvinder Singh and Pulak Mohan Pandey
Physics-informed machine learning for metal additive manufacturing / Dehao Liu, Yanglong Lu and Yan Wang
Machine learning-enabled powder-spreading process / Ramandeep Sing Sidhu and Raman Kumar
Machine learning for metal additive manufacturing process optimization / Harpreet Kaur Channi and Raman Kumar
In situ monitoring and feature extraction in laser powder bed fusion / Tao Liu, Ming C. Leu, Edward C. Kinzel and Robert G. Landers
Postprocessing optimization for surface finishing by machine learning / Haitao Zhu, Guhan Zheng, Yingtao Tian, Robert Higham and Allan Rennie
Data-driven cost estimation in additive manufacturing using machine learning approaches / Ankit Kumar and Suman Saha.