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Reconstruction of magnetic structures and material parameters with convolutional neural network and bias field-constrained micromagnetic relaxation

Abstract We present framework for extracting internal magnetic structures and intrinsic magnetic material parameters from stray field measurements. The approach introduces a tunable bias field into Landau–Lifshitz–Gilbert dynamics and identifies optimal parameters by minimizing the mismatch between...

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Bibliográfalaš dieđut
Váldodahkkit: Dieter Suess, Alexander Setescak, Jack Smith, Florian Bruckner, Hans J. Hug, Claas Abert
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Nature Portfolio 2025-12-01
Ráidu:Scientific Reports
Liŋkkat:https://doi.org/10.1038/s41598-025-27151-1
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