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Alexander Kovacs

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

84

TOTAL CITATIONS

0

Scholarly Papers (2)

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)

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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

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