AI-Assisted Identification of Magnetic Orders and Skyrmions

arXiv:2609.35566 · cond-mat.mtrl-sci, cond-mat.mes-hall · Submitted 2026-09-28 · Read on arXiv

cond-mat.mtrl-sci, cond-mat.mes-hall

Submitted: 2026-09-28

Updated: 2026-09-28

Terminology

Accuracy — 12× in this paper · explained in 1 episode
AUC — 10× in this paper · explained in 2 episodes
Robustness — 9× in this paper · explained in 5 episodes
F1 Score — 7× in this paper · explained in 3 episodes
Alignment — 5× in this paper · explained in 1 episode
Anisotropy — 3× in this paper · explained in 3 episodes
Antiferromagnetic Ordering — 2× in this paper · explained in 1 episode
Generalization — 2× in this paper · explained in 13 episodes
Latent Representation — 2× in this paper · explained in 2 episodes
Regularization — 2× in this paper · explained in 3 episodes
Commentary — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
Density Functional Theory (DFT) — 1× in this paper · explained in 2 episodes
Energy Efficiency — 1× in this paper · explained in 3 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Information Leakage — 1× in this paper · explained in 2 episodes
Principal Component Analysis (PCA) — 1× in this paper · explained in 4 episodes
Quantum Circuits — 1× in this paper · explained in 2 episodes
Single-Image Transport of Intensity Equation — 1× in this paper
Topological Order — 1× in this paper · explained in 2 episodes
Verification — 1× in this paper · explained in 2 episodes

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