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Leoni Breth

University for Continuing Education Krems

SCHOLARLY PAPERS

3

DOWNLOADS

143

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Exploring the Hysteresis Properties of Nanocrystalline Permanent Magnets Using Deep Learning

Downloads 60 (961,006)

Exploring the Hysteresis Properties of Nanocrystalline Permanent Magnets Using Deep Learning

Number of pages: 17 Posted: 13 Apr 2022
Alexander Kovacs, Lukas Exl, Alexander Kornell, Johann Fischbacher, Markus Hovorka, Markus Gusenbauer, Leoni Breth, Harald Oezelt, Masao Yano, Noritsugu Sakuma, Akihito Kinoshita, Tetsuya Shoji, Akira Kato and Thomas Schrefl
affiliation not provided to SSRN, University of Vienna, affiliation not provided to SSRN, University for Continuing Education Krems, affiliation not provided to SSRN, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, Toyota Motor Corporation, Toyota Motor Corporation, Toyota Motor Corporation, Toyota Motor Corporation, Toyota Motor Corporation and University for Continuing Education Krems
Downloads 32 (1,326,242)

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micromagnetics, neural network, permanent magnet

Exploring the Hysteresis Properties of Nanocrystalline Permanent Magnets Using Deep Learning

Number of pages: 17 Posted: 15 Aug 2023
Alexander Kovacs, Lukas Exl, Alexander Kornell, Johann Fischbacher, Markus Hovorka, Markus Gusenbauer, Leoni Breth, Harald Oezelt, Masao Yano, Noritsugu Sakuma, Akihito Kinoshita, Tetsuya Shoji, Akira Kato and Thomas Schrefl
affiliation not provided to SSRN, University of Vienna, affiliation not provided to SSRN, University for Continuing Education Krems, affiliation not provided to SSRN, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, Toyota Motor Corporation, Toyota Motor Corporation, Toyota Motor Corporation, Toyota Motor Corporation, Toyota Motor Corporation and University for Continuing Education Krems
Downloads 28 (1,385,838)

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micromagnetics, neural network, Permanent Magnet

2.

Defect Manipulation for the Coercivity Enhancement of Nd-Fe-B Permanent Magnets

Number of pages: 9 Posted: 17 Nov 2023
Qais Ali, Johann Fischbacher, Alexander Kovacs, Harald Oezelt, Markus Gusenbauer, Heisam Moustafa, David Böhm, Leoni Breth and Thomas Schrefl
University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems and University for Continuing Education Krems
Downloads 59 (970,490)
Citation 1

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Coercivity, Magnetization, micromagnetics, Defects, permanent magnets

3.

Graph Neural Networks to Predict Coercivity of Hard Magnetic Microstructures

Downloads 24 (1,411,822)

Graph Neural Networks to Predict Coercivity of Hard Magnetic Microstructures

Number of pages: 30 Posted: 01 Jul 2025
Heisam Moustafa, Alexander Kovacs, Johann Fischbacher, Markus Gusenbauer, Qais Ali, Leoni Breth, Thomas Schrefl and Harald Oezelt
University for Continuing Education Krems, affiliation not provided to SSRN, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems and University for Continuing Education Krems
Downloads 13 (1,579,999)

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permanent magnets, coercivity enhancement, machine learning, graph neural networks, uncertainty quantification, out-of-distribution prediction

Graph Neural Networks to Predict Coercivity of Hard Magnetic Microstructures

Number of pages: 30 Posted: 01 Jul 2025
Heisam Moustafa, Alexander Kovacs, Johann Fischbacher, Markus Gusenbauer, Qais Ali, Leoni Breth, Thomas Schrefl and Harald Oezelt
University for Continuing Education Krems, affiliation not provided to SSRN, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems, University for Continuing Education Krems and University for Continuing Education Krems
Downloads 11 (1,606,395)

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permanent magnets, coercivity enhancement, machine learning, graph neural networks, uncertainty quantification, out-of-distribution prediction