36 citations · 82 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
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…