Author

Zi Wang

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#artificial intelligence Preprint Aug 2026

Geometry-aware Latent Autoregressive Generative Model for PDEs in Complex Domains

The proposed Geometry-aware Latent Autoregressive generative Model for PDEs (GeoLAMP) introduces a dual-encoder architecture on graph representations to jointly capture global topology and fine-scale geometric features, enabling an effective transition from real-space fields to compact latent representations.

Zi Wang, Ming-Hui Xu, T. Mukerji · 0 citations