52 citations · 176 across the 16 of their papers we have counts for
16 papers
Observing how deep neural networks understand physics through the energy spectrum of one-dimensional quantum mechanics
Kenzo Ogure
We investigate how neural networks (NNs) understand physics using 1D quantum mechanics. After training an NN to accurately predict energy eigenvalues from potentials, we used it to…
On analyticity with respect to the replica number in random energy models II: zeros on the complex plane
Kenzo Ogure, Yoshiyuki Kabashima
We characterize the breaking of analyticity with respect to the replica number which occurs in random energy models via the complex zeros of the moment of the partition function. W…
On analyticity with respect to the replica number in random energy models I: an exact expression of the moment of the partition function
Kenzo Ogure, Yoshiyuki Kabashima
We provide an exact expression of the moment of the partition function for random energy models of finite system size, generalizing an earlier expression for a grand canonical vers…
Exact Analytic Continuation with Respect to the Replica Number in the Discrete Random Energy Model of Finite System Size
Kenzo Ogure, Yoshiyuki Kabashima
An expression for the moment of partition function valid for any finite system size and complex power is obtained for a simple spin glass model termed the {\em d…
Escape from washing out of baryon number in a two-zero-texture general Zee model compatible with the large mixing angle MSW solution
K. Hasegawa, C. S. Lim, K. Ogure
We propose a two-zero-texture general Zee model, compatible with the large mixing angle Mikheyev-Smirnov-Wolfenstein solution. The washing out of the baryon number does not occur i…
Stable Neutral Fermi Ball
K. Ogure, T. Yoshida, J. Arafune
Fermi Ball is a kind of nontopological soliton with fermions trapped in its domain wall, and is suggested to arises from the spontaneous symmetry breaking of the approximate …