convolutional neural networks 1deep learning 1first-order reversal curves 1hamiltonian inference 1micromagnetics 1uncertainty quantification 1
From the 1 of 2 linked papers with an AI index.
2 papers
cond-mat.mtrl-sci2026
Strain-stabilized altermagnetism and conductivity anisotropy in FeSb2
Masoumeh Davoudiniya, Alyssa M. Kennedy, Amy Y. Liu +1
We show that FeSb2 experiences a transition from a conventional antiferromagnet to an altermagnet when tensile strain is applied. In the altermagnetic phase, the lifted Kramers deg…
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…