1 citations · 1 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2022★ 1 cited
Development of exchange-correlation functionals assisted by machine learning
Ryo Nagai, Ryosuke Akashi
With the recent rapid progress in the machine-learning (ML), there have emerged a new approach using the ML methods to the exchange-correlation functional of density functional the…
cond-mat.mtrl-sci2021
Machine-Learning-Based Exchange-Correlation Functional with Physical Asymptotic Constraints
Ryo Nagai, Ryosuke Akashi, Osamu Sugino
Density functional theory is the standard theory for computing the electronic structure of materials, which is based on a functional that maps the electron density to the energy. H…