44 citations · 60 across the 4 of their papers we have counts for
8 papers
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…
Simulation of a Hydrogen Atom in Laser Field Using the Time-Dependent Variational Principle
Keefer Rowan, Louis Schatzki, Timothy Zaklama +3
The time-dependent variational principle is used to optimize the linear and nonlinear parameters of Gaussian basis functions to solve the time-dependent Schrodinger equation in 1 a…
Excitons in two-dimensional atomic layer materials from time-dependent density functional theory
Yasumitsu Suzuki, Kazuyuki Watanabe
Time-dependent density functional theory (TDDFT) has been applied to the calculation of absorption spectra for two-dimensional atomic layer materials. We reveal that the character…
Time-Dependent Multi-Component Density Functional Theory for Coupled Electron-Positron Dynamics
Yasumitsu Suzuki, Satoshi Hagiwara, Kazuyuki Watanabe
Electron-positron interactions have been utilized in various fields of science. Here we develop time-dependent multi-component density functional theory to study the coupled electr…
Electron Scattering in Time-Dependent Density Functional Theory
Lionel Lacombe, Yasumitsu Suzuki, Kazuyuki Watanabe +1
It was recently shown [Y. Suzuki, L. Lacombe, K. Watanabe, and N. T. Maitra, Phys. Rev. Lett. 119, 263401 (2017)] that peak and valley structures in the exact exchange-correlation…
Exact time-dependent exchange-correlation potential in electron scattering processes
Yasumitsu Suzuki, Lionel Lacombe, Kazuyuki Watanabe +1
We identify peak and valley structures in the exact exchange-correlation potential of time-dependent density functional theory that are crucial for time-resolved electron scatterin…