Gaussian process-based surrogate modeling framework for process planning in laser powder-bed fusion additive manufacturing of 316L stainless steel

Author:

Tapia Gustavo,Khairallah Saad,Matthews Manyalibo,King Wayne E.,Elwany AlaaORCID

Funder

National Aeronautics and Space Administration

Lawrence Livermore National Laboratory

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Mechanical Engineering,Software,Control and Systems Engineering

Reference44 articles.

1. Tapia G, Elwany A (2014) A review on process monitoring and control in metal-based additive manufacturing. J Manuf Sci Eng 136(6):060801

2. Gu DD, Meiners W, Wissenbach K, Poprawe R (2012) Laser additive manufacturing of metallic components: materials, processes and mechanisms. Int Mater Rev 57(3):133–164

3. American Society of Testing Materials (2012) ASTM F2792 - 12a: standard terminology for additive manufacturing technologies. Standard, ASTM. [Online]. Available from http://www.astm.org/Standards/F2792.htm

4. Wohlers TT, Wohlers Associates, Campbell RI, Caffrey T (2016) Wohlers Report 2016: 3D Printing and Additive Manufacturing State of the Industry: Annual Worldwide Progress Report. Wohlers Associates, USA. ISBN 9780991333226

5. The Minerals Metals & Materials Society (TMS) (2015) Modeling across scales: a roadmapping study for connecting materials models and simulations across length and time scales. TMS, Warrendale. ISBN 9780692376065. www.tms.org/multiscalestudy

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