17 citations · 21 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2024★ 4 cited
Kolmogorov--Arnold networks in molecular dynamics
Yuki Nagai, Masahiko Okumura
We explore the integration of Kolmogorov Networks (KANs) into molecular dynamics (MD) simulations to improve interatomic potentials. We propose that widely used potentials, such as…
cond-mat.other2006★ 17 cited
Quantum Field Theoretical Description of Unstable Behavior of Trapped Bose-Einstein Condensates with Complex Eigenvalues of Bogoliubov-de Gennes Equations
M. Mine, M. Okumura, T. Sunaga +1
The Bogoliubov-de Gennes equations are used for a number of theoretical works on the trapped Bose-Einstein condensates. These equations are known to give the energies of the quasi-…