249 citations · 2.5k across the 105 of their papers we have counts for
105 papers
Experimental exploration of ErB and SHAP analysis on a machine-learned model of magnetocaloric materials for materials design
Kensei Terashima, Pedro Baptista de Castro, Akiko T Saito +4
Stimulated by a recent report of a giant magnetocaloric effect in HoB found via machine-learning predictions, we have explored the magnetocaloric properties of a related compou…
Tunable magnetic and magnetocaloric properties by thermal annealing in ErCo2 atomized particles
Takafumi D. Yamamoto, Akiko T. Saito, Hiroyuki Takeya +3
Processing magnetocaloric materials into magnetic refrigerants with appropriate shapes is essential for the development of magnetic refrigeration systems. In this context, the impa…
Magnetic, thermal, and magnetocaloric properties of the holmium trialuminide HoAl with polytypic phases
Takafumi D. Yamamoto, Pedro Baptista de Castro, Kensei Terashima +3
We investigate the magnetic, thermal, and magnetocaloric properties of the intermetallic HoAl compounds with two different crystal structures. The room-temperature equilibriu…
Neural networks for a quick access to a digital twin of scanning physical properties measurements
Kensei Terashima, Pedro Baptista de Castro, Miren Garbiñe Esparza Echevarria +5
For performing successful measurements within limited experimental time, efficient use of preliminary data plays a crucial role. This work shows that a simple feedforward type neur…
Effect of Non-stoichiometry on Magnetocaloric Properties of HoB2 Gas-Atomized Particles
Takafumi D. Yamamoto, Takeya Hiroyuki, Pedro Baptista de Castro +4
We fabricate gas-atomized particles by inductively melting electrode rods of HoB2-x (x = -0.3, 0, 0.3, and 1.0) and investigate the effect of non-stoichiometry on the phase fractio…
Magnetocaloric particles of the Laves phase compound HoAl2 prepared by electrode induction melting gas atomization
Takafumi D. Yamamoto, Hiroyuki Takeya, Akiko T. Saito +3
Processing magnetocaloric materials into magnetic refrigerant particles is an essential issue in developing high-performance magnetic refrigerators. Here, we succeed in stably prod…