[18p-Z08-1~18] 3.12 Nanoscale optical science and near-field optics

[18p-Z08-11] Exploring Heat-Shielding Materials Using Transfer Learning

〇Tomohiro Yoshida¹, Ryo Maezono², Kenta Hongo³ (1.Sumitomo Metal Mining, 2.Sch. Info. Sci., JAIST, 3.RCACI, JAIST)

Keywords:heat-shielding material, transfer learning, first-principles calculation

From an energy saving perspective, blocking in-frared radiation of the solar spectrum has garnered increased attention, and several heat-shielding materials have been employed for the purpose. Herein, heat-shielding materials were explored via first-principles calculation and transfer learning. We found novel materials as candidates for the heat-shielding materials.