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Isabella J. Van Rooyen

Government of the United States of America - Pacific Northwest National Laboratory

901 D Street

370 L'Enfant Promenade, S.W.

Washington, DC 20024-2115

United States

SCHOLARLY PAPERS

4

DOWNLOADS

206

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Chemical Composition Based Machine Learning Model to Predict Defect Formation in Additive Manufacturing

Number of pages: 35 Posted: 19 Sep 2023
Ankit Roy, Andrew Swope, Ram Devanathan and Isabella J. Van Rooyen
Lehigh University - Department of Mechanical Engineering and Mechanics, Government of the United States of America - Pacific Northwest National Laboratory, Pacific Northwest National Laboratory and Government of the United States of America - Pacific Northwest National Laboratory
Downloads 94

Abstract:

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Additive manufacturing, chemical composition, laser powder bed fusion, printability, machine learning, defects

2.

Shear Assisted Processing and Extrusion (Shape) of Ferritic Ods Pm2000

Number of pages: 22 Posted: 02 Oct 2024
Lawrence Livermore National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Energy and Environment Directorate, Government of the United States of America - Pacific Northwest National Laboratory and Government of the United States of America - Pacific Northwest National Laboratory
Downloads 46

Abstract:

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Shear assisted processing and extrusion, ShAPE, ODS PM2000, FeCrAl, Mechanical properties

3.

Laser Powder Bed Fusion of Ods Fe–Cr–Al (0.3zr, 0.3y2o3): Unveiling Processing-Microstructure- Mechanical Property Relationships

Number of pages: 36 Posted: 04 Jul 2025
Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Pacific Northwest National Laboratory
Downloads 40

Abstract:

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Additive manufacturing, ODS steels, Laser Powder Bed Fusion, FeCrAl

4.

Microstructural Engineering of Cu-Rich Nanoprecipitate formation in NiCoFeCrCu0.12 High-Entropy Alloy via Severe Plastic Deformation for Enhanced Irradiation Tolerance

Number of pages: 26 Posted: 20 Jan 2026
Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory, Government of the United States of America - Pacific Northwest National Laboratory and Government of the United States of America - Pacific Northwest National Laboratory
Downloads 26

Abstract:

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Solid phase processing, precipitation, high entropy alloys, ShAPE, FSLD