Dataset: Automated discovery of the microscopic origin of high-frequency magnetic energy loss via physics-informed AI: topological extended free energy framework

Zenodo (CERN European Organization for Nuclear Research) 2026 Dataset Open access

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Authors: Nishioka, Kosuke, Masato Kotsugi, Tomohiro Tanaka
DOI: 10.5281/zenodo.18502161
Cited by: 0

Abstract

This version updates the dataset analyzed in the upcoming publication entitled "Automated discovery of the microscopic origin of high-frequency magnetic energy loss via physics-informed AI: topological extended free energy framework". The dataset includes magnetic domain images obtained from simulations of magnetization reversal at 100 kHz, 1 MHz, 10 MHz.

Fields of Study & Subjects

Magnetic Properties and Applications Magnetic properties of thin films Machine Learning in Materials Science

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
6 February 2026
Document type
Dataset