変分自己符号化器を用いた間欠現象の位相空間への写像に関する研究

抄録

The applicability of VAE to the analysis of intermittency occurring during combustion oscillations in a rocket combustors was demonstrated. Typicals of dynamical systems in which intermittency arises were mapped to phase space using Variational Auto Encoder (VAE), a method realises non-linear phenomena. It is shown that the dynamical system with intermittency can be homomorphically mapped to the phase space by encoder of VAE．