2 papers
cond-mat.stat-mech2021
Functional-renormalization-group approach to classical liquids with short-range repulsion: a scheme without repulsive reference system
Takeru Yokota, Jun Haruyama, Osamu Sugino
The renormalization-group approaches for classical liquids in previous works require a repulsive reference such as a hard-core one when applied to systems with short-range repulsio…
physics.comp-ph2020
Machine Learning Exchange-Correlation Potential in Time Dependent Density Functional Theory
Yasumitsu Suzuki, Ryo Nagai, Jun Haruyama
We propose a machine learning based approach to develop the exchange-correlation potential of time dependent density functional theory (TDDFT). The neural network projection from t…