Taking a Better Look at Data to Predict Exceptional Materials
© The Physical Society of Japan
This article is on
Maximum Separated Distribution with High Interpretability Found Using an Exhaustive Search Method —Application to Magnetocrystalline Anisotropy of Fe/Co Films—
J. Phys. Soc. Jpn. 89, 064802 (2020).
Instead of regression, the evaluation values to measure the degree of separation of the distributions of the target variable were studied and applied to the magneto crystallineanisotropy of Co/Fe films.
Maximum Separated Distribution with High Interpretability Found Using an Exhaustive Search Method —Application to Magnetocrystalline Anisotropy of Fe/Co Films—
J. Phys. Soc. Jpn. 89, 064802 (2020).
Share this topic
Fields
Related Articles
-
Net-Pattern of Muskmelon Rind Favors a Common Mathematical Law
Cross-disciplinary physics and related areas of science and technology
Statistical physics and thermodynamics
2023-1-12
The surface of muskmelon is covered with a fine mesh-like net-pattern. The geometric features of the fine mesh appear unique for each individual, but hide an unexpected mathematical rule.
-
Thickness-Dependent Oscillation Behavior of Magnetic Phase Transitions in Pt Ultrathin Films with Small Orbital Moment
Magnetic properties in condensed matter
2023-1-6
Ferromagnetism in nano-Pt films originates from the quantum-confinement effect that depends on film thickness. Studies of the electronic states of nano-Pt will aid in developing methods for efficiently utilizing its large spin-orbit coupling.
-
High Magnetic Field as a Tool for Discovery in Condensed Matter Physics
Magnetic properties in condensed matter
Dielectric, optical, and other properties in condensed matter
Electronic transport in condensed matter
Structure and mechanical and thermal properties in condensed matter
Electron states in condensed matter
Electronic structure and electrical properties of surfaces and nanostructures
Measurement, instrumentation, and techniques
2022-12-13
The Journal of the Physical Society of Japan highlights in this special topic recent advances in modern physics that have been realized with the generation of pulsed high magnetic fields.
-
Understanding the Obscure Antiferromagnetism in α-Mn by Nuclear Magnetic Resonance
Magnetic properties in condensed matter
2022-11-29
Although Mn is an elementary metal, the antiferromagnetic state of α-Mn is still obscure. Our NMR study on high-quality α-Mn provides new insights into the symmetry of its antiferromagnetism.
-
Giant Vortices of Fish: Mechanisms and Patterns
Cross-disciplinary physics and related areas of science and technology
2022-7-12
The origin of giant rotating clusters of fish is revealed by a new agent-based model that incorporates the topological nature of interactions and the escape response characteristic to fish.