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Thomas Schrefl

University for Continuing Education Krems

SCHOLARLY PAPERS

4

DOWNLOADS

170

TOTAL CITATIONS

1

Scholarly Papers (4)

Exploring the Hysteresis Properties of Nanocrystalline Permanent Magnets Using Deep Learning

Number of pages: 17 Posted: 13 Apr 2022
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)

Abstract:

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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
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
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.

Thermodynamic Approach for Deciphering Magneto-Structural Phase Transitions: Proof of Concept in Heusler Alloys

Number of pages: 26 Posted: 12 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, National Research Council (CNR) - Institute of Materials for Electronics and Magnetism, National Research Council (CNR) - Institute of Materials for Electronics and Magnetism, University of Parma, University of Parma, University for Continuing Education Krems and National Research Council (CNR) - Institute of Materials for Electronics and Magnetism
Downloads 27 (1,424,331)

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-Magnetic shape memory alloys-Thermodynamic analysis-Magnetostructural phase transitions-Magnetic properties

Graph Neural Networks to Predict Coercivity of Hard Magnetic Microstructures

Number of pages: 30 Posted: 01 Jul 2025
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
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)

Abstract:

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