474 citations · 2.3k across the 36 of their papers we have counts for
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cond-mat.mtrl-sci2013★ 317 cited
Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single and binary component solids
Atsuto Seko, Tomoya Maekawa, Koji Tsuda +1
A combination of systematic density functional theory (DFT) calculations and machine learning techniques has a wide range of potential applications. This study presents an applicat…
cond-mat.mtrl-sci2013
Cluster expansion of multicomponent ionic systems with controlled accuracy: Importance of long-range interactions in heterovalent ionic systems
Atsuto Seko, Isao Tanaka
We have been examining factors determining the accuracy of cluster expansion (CE), which is used in combination with many density functional theory (DFT) calculations. With the exc…