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Physics-informed machine learning and stray field computation with application to micromagnetic energy minimization
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Physics-informed machine learning and stray field computation with application to micromagnetic energy minimization

Schaffer, Sebastian ; Schrefl, Thomas ; Oezelt, Harald ; Kovacs, Alexander ; Breth, Leoni ; Mauser, Norbert J. ; Suess, Dieter ; Exl, Lukas

Journal of magnetism and magnetic materials, 2023-06, Vol.576, p.170761, Article 170761 [Periódico revisado por pares]

Elsevier B.V

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2
Defect manipulation for the coercivity enhancement of Nd-Fe-B permanent magnets
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Defect manipulation for the coercivity enhancement of Nd-Fe-B permanent magnets

Ali, Qais ; Fischbacher, Johann ; Kovacs, Alexander ; Oezelt, Harald ; Gusenbauer, Markus ; Moustafa, Heisam ; Böhm, David ; Breth, Leoni ; Schrefl, Thomas

Physica. B, Condensed matter, 2024-04, Vol.678, p.415759, Article 415759 [Periódico revisado por pares]

Elsevier B.V

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3
Image-based prediction and optimization of hysteresis properties of nanocrystalline permanent magnets using deep learning
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Image-based prediction and optimization of hysteresis properties of nanocrystalline permanent magnets using deep learning

Kovacs, Alexander ; Exl, Lukas ; Kornell, Alexander ; Fischbacher, Johann ; Hovorka, Markus ; Gusenbauer, Markus ; Breth, Leoni ; Oezelt, Harald ; Yano, Masao ; Sakuma, Noritsugu ; Kinoshita, Akihito ; Shoji, Tetsuya ; Kato, Akira ; Schrefl, Thomas

Journal of magnetism and magnetic materials, 2024-04, Vol.596, p.171937, Article 171937 [Periódico revisado por pares]

Elsevier B.V

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4
Machine learning based prediction of mechanical properties of WC-Co cemented carbides from magnetic data only
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Machine learning based prediction of mechanical properties of WC-Co cemented carbides from magnetic data only

Brueckl, Hubert ; Breth, Leoni ; Fischbacher, Johann ; Schrefl, Thomas ; Kuehrer, Saskia ; Pachlhofer, Julia ; Schwarz, Maria ; Weirather, Thomas ; Czettl, Christoph

International journal of refractory metals & hard materials, 2024-06, Vol.121, p.106665, Article 106665 [Periódico revisado por pares]

Elsevier Ltd

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5
FORC diagram features of Co particles due to reversal by domain nucleation
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FORC diagram features of Co particles due to reversal by domain nucleation

Breth, Leoni ; Fischbacher, Johann ; Kovacs, Alexander ; Oezelt, Harald ; Schrefl, Thomas ; Brueckl, Hubert ; Czettl, Christoph ; Kührer, Saskia ; Pachlhofer, Julia ; Schwarz, Maria

Journal of magnetism and magnetic materials, 2023-04, Vol.571, p.170567, Article 170567 [Periódico revisado por pares]

Elsevier B.V

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6
Physics-informed machine learning and stray field computation with application to micromagnetic energy minimization
Material Type:
Artigo
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Physics-informed machine learning and stray field computation with application to micromagnetic energy minimization

Schaffer, Sebastian ; Schrefl, Thomas ; Oezelt, Harald ; Kovacs, Alexander ; Leoni Breth ; Mauser, Norbert J ; Suess, Dieter ; Exl, Lukas

arXiv.org, 2023-01

Ithaca: Cornell University Library, arXiv.org

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