Aging heat treatment design for Haynes 282 made by wire-feed additive manufacturing using high-throughput experiments and interpretable machine learning

Wang, Xin; Ladinos Pizano, Luis Fernando; Sridar, Soumya; Sudbrack, Chantal; Xiong, Wei

doi:10.1080/14686996.2024.2346067

Title: Aging heat treatment design for Haynes 282 made by wire-feed additive manufacturing using high-throughput experiments and interpretable machine learning

Journal Article · 28 May 2024 · Science and Technology of Advanced Materials

DOI: https://doi.org/10.1080/14686996.2024.2346067 · OSTI ID:2340933

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Physical Metallurgy and Materials Design Laboratory, Department of Mechanical Engineering and Materials Science, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
National Energy Technology Laboratory, Albany, Oregon, USA

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Sponsoring Organization:: USDOE

OSTI ID:: 2340933

Journal Information:: Science and Technology of Advanced Materials, Journal Name: Science and Technology of Advanced Materials Journal Issue: 1 Vol. 25; ISSN 1468-6996

Publisher:: Informa UK LimitedCopyright Statement

Country of Publication:: United Kingdom

Language:: English

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Determination of Location-Specific Solidification Cracking Susceptibility for a Mixed Dissimilar Alloy Processed by Wire-Arc Additive Manufacturing Sridar, Soumya; Sargent, Noah; Wang, Xin Metals, Vol. 12, Issue 2 https://doi.org/10.3390/met12020284	journal	February 2022
Recrystallization behavior and mechanical properties of Haynes 282 fabricated by wire-arc additive manufacturing with post-heat treatment Pizano, Luis Fernando Ladinos; Sridar, Soumya; De Vecchis, Rafael Rodriguez Journal of Manufacturing Processes, Vol. 119 https://doi.org/10.1016/j.jmapro.2024.04.015	journal	June 2024
Stacking fault energy prediction for austenitic steels: thermodynamic modeling vs. machine learning Wang, Xin; Xiong, Wei Science and Technology of Advanced Materials, Vol. 21, Issue 1 https://doi.org/10.1080/14686996.2020.1808433	journal	January 2020
A new high-throughput method using additive manufacturing for alloy design and heat treatment optimization Zhao, Yunhao; Sargent, Noah; Li, Kun Materialia, Vol. 13 https://doi.org/10.1016/j.mtla.2020.100835	journal	September 2020
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The effects of energy density and heat treatment on the microstructure and mechanical properties of laser additive manufactured Haynes 282 Boswell, John; Jones, Jonathan; Barnard, Nicholas Materials & Design, Vol. 205 https://doi.org/10.1016/j.matdes.2021.109725	journal	July 2021
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