Yongming Liu

Decoder-free operator autoencoder for reduced-order modeling of dynamical systems

A Fourier-enhanced operator autoencoder for decoder-free reconstruction and latent learning of dynamical systems and achieves accuracy comparable to or better than classical AE-based reduced-order models while providing a more efficient latent-to-field reconstruction path.