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Sebastien Dryepondt

Government of the United States of America - Oak Ridge National Laboratory

SCHOLARLY PAPERS

5

DOWNLOADS

331

TOTAL CITATIONS

3

Scholarly Papers (5)

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1.

Self-Supervised Learning of Spatiotemporal Thermal Signatures in Additive Manufacturing Using Reduced Order Physics Models and Transformers

Number of pages: 40 Posted: 17 Jan 2023
Patxi Fernandez Zelaia, Sebastien Dryepondt, Amir Koushyar Ziabari and Michael M. Kirka
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Electrification and Energy Infrastructures Division and Government of the United States of America - Manufacturing Science Division
Downloads 107 (654,668)

Abstract:

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Additive manufacturing, microstructure control, machine learning, data-driven modeling

2.

High Temperature High Strength Austenitic Steel Fabricated by Laser Powder-Bed Fusion

Number of pages: 29 Posted: 13 Jul 2021
Sebastien Dryepondt, Peeyush Nandwana, Kinga Unocic, Rangasayee Kannan, Patxi Fernandez Zelaia and Fred A List III
Government of the United States of America - Oak Ridge National Laboratory, Oak Ridge National Laboratory, Oak Ridge National Laboratory, Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Oak Ridge National Laboratory
Downloads 102 (684,672)
Citation 3

Abstract:

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Laser powder bed fusion (LPBF), Austenitic steel, Nano carbides, HK30Nb, tensile, cellular structure

3.

Superior Creep Behavior of HK30Nb Steel Fabricated by Laser Powder Bed Fusion

Number of pages: 25 Posted: 09 Jul 2024
Sebastien Dryepondt, Kinga Unocic, Rangasayee Kannan, Peeyush Nandwana and Patxi Fernandez Zelaia
Government of the United States of America - Oak Ridge National Laboratory, Oak Ridge National Laboratory, Oak Ridge National Laboratory, Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 66 (907,769)

Abstract:

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LPBF, Creep, advanced steels, nano precipitates, carbides

4.

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
Subhashish Meher, Chinthaka M. Silva, Holden Hyer, Tanvi Anil Ajantiwalay, Shalini Tripathi, Angel Ortiz, Quin R. S. Miller, Nathan Canfield, Mohan Sai Kiran Kumar Yadav Nartu, Sebastien Dryepondt and Isabella J. Van Rooyen
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 38 (1,209,354)

Abstract:

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

5.

Active learning strategies for training deep learning microscopy segmentation models

Number of pages: 13 Posted: 06 Feb 2026
Patxi Fernandez Zelaia, Noah Holtham, Brad Sampson, Sebastien Dryepondt, Michael M. Kirka, Vincent Paquit and Christopher Ledford
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Manufacturing Science Division, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 18 (1,481,165)

Abstract:

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Additive manufacturing, Laser powder bed fusion, image segmentation, active learning, machine learning