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Xuandong Lu

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Aug 2026

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.

Xuandong Lu, Yongming Liu · 0 citations