Machine learing-assisited magnetic noise analysis in low-iron-loss soft magnetic materials.

• iron loss
• abnormal eddy current
• nanocomposites

Design the new nanocomposites with large magnetostriction & high magnetic susceptibily for sensor applications.

• machine learning
• synchrotron X-ray
• half-metal Heusler alloy

Micromagnetic simulation for creating new magnetic domain & interaction between the different crystal structures and phases.

• nanocrystalline
• coercivity
• magnetostriction

Feature extraction from the measured time-series signals or spectra on the feature space using machine learning.

• Barkhausen noise
• microstructure
• magnetic domain

Tuning the temperature range of superelastic Ni-Ti alloys for elastocaloric cooling via thermal processing performed in the US.

• elastocaloric
• Ni-Ti alloy
• solid-state refridgant

Combinatorial synthesis of nanocrystalline FeSiBPCuC–Ni–(Nb,Mo) soft magnetic alloys with high corrosion resistance.

• Combinatorial synthesis
• NANOMET soft magnets
• High corrosion

Developement of new Galfenol magnetostrictive materials with high magnetostriction and low coercivity.

• Magnetostriction
• Galfenol
• Doping enhancement

Development of magnetic nanoparticles for the application of magnetic hyperthermia to kill cancer.

• Heat dissipation
• Neel relaxation
• Brest cancer

Effect of cobalt-doping on the magnetic properties and crystal structure of delafossite AgFeO2 nanoparticles.

• Multiferroic
• Synchrotron X-ray
• XAFS & XANES