474 citations · 961 across the 9 of their papers we have counts for
3 papers · 1 filter
Compositional descriptor-based recommender system accelerating the materials discovery
Atsuto Seko, Hiroyuki Hayashi, Isao Tanaka
Structures and properties of many inorganic compounds have been collected historically. However, it only covers a very small portion of possible inorganic crystals, which implies t…
Matrix- and tensor-based recommender systems for the discovery of currently unknown inorganic compounds
Atsuto Seko, Hiroyuki Hayashi, Hisashi Kashima +1
Chemically relevant compositions (CRCs) and atomic arrangements of inorganic compounds have been collected as inorganic crystal structure databases. Machine-learning is a unique ap…
Thermoelectric phase diagram of the SrTiO3-SrNbO3 solid solution system
Yuqiao Zhang, Bin Feng, Hiroyuki Hayashi +4
Thermoelectric energy conversion - the exploitation of the Seebeck effect to convert waste heat into electricity - has attracted an increasing amount of research attention for ener…