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convolutional neural networks 1deep learning 1first-order reversal curves 1hamiltonian inference 1micromagnetics 1uncertainty quantification 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cond-mat.mtrl-sci2026

Decoding the Micromagnetic Hamiltonian from Magnetic Fingerprints

Bradley J. Fugetta, Anqi Liu, Kai Liu +2

The paper presents deep convolutional neural networks that infer the full micromagnetic Hamiltonian of a material directly from magnetic fingerprint data obtained via First‑Order R…