A convolutional autoencoder and neural ODE surrogate modeling framework applied to transient counterflow flames

Mert Yakup Baykan, Weitao Liu, Mohammad Rafi Malik +4

A novel convolutional autoencoder and neural ODE (CAE-NODE) framework is proposed for a reduced-order model (ROM) applied to transient 2D counterflow flames, as an extension of AE-…