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
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…
cond-mat.mtrl-sci2025
Curvature induced modifications of chirality and magnetic configuration in perpendicular magnetized films
David Raftrey, Dhritiman Bhattacharya, Colin Langton +8
Designing curvature in three-dimensional (3D) magnetic nanostructures enables controlled manipulation of local energy landscapes, allowing for the modification of noncollinear spin…