Data-driven prediction of the high-dimensional thermal history in directed energy deposition processes via recurrent neural networks

Author:

Mozaffar Mojtaba,Paul Arindam,Al-Bahrani RedaORCID,Wolff Sarah,Choudhary Alok,Agrawal Ankit,Ehmann Kornel,Cao Jian

Funder

National Institute of Standards and Technology

National Science Foundation

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,Mechanics of Materials

Reference26 articles.

1. An overview of Direct Laser Deposition for additive manufacturing; part II: mechanical behavior, process parameter optimization and control;Shamsaei;Addit Manuf,2015

2. Variation of hardness, microstructure, and Laves phase distribution in direct laser deposited alloy 718 cuboids;Stevens;Mater Des,2017

3. Effect of processing parameters on microstructure and tensile properties of austenitic stainless steel 304L made by directed energy deposition additive manufacturing;Wang;Acta Mater,2016

4. Toward determining melt pool quality metrics via coaxial monitoring in laser powder bed fusion;Fisher;Manuf Lett,2018

5. Effect of process parameters on tribological performance of 316L stainless steel parts fabricated by selective laser melting;Li;Manuf Lett,2018

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