AI RESEARCH
mLaSDI: Multi-stage latent space dynamics identification
arXiv CS.LG
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ArXi:2506.09207v4 Announce Type: replace Accurately solving partial differential equations (PDEs) is essential across many scientific disciplines. However, high-fidelity solvers can be computationally prohibitive, motivating the development of reduced-order models (ROMs). Recently, Latent Space Dynamics Identification (LaSDI) was proposed as a data-driven, non-intrusive ROM framework. LaSDI compresses the