cs.AI, cs.LG

FA-INR: Adaptive Implicit Neural Representations for Interpretable Exploration of Simulation Ensembles

arXiv:2506.06858v3 Announce Type: replace
Abstract: Surrogate models are essential for efficient exploration of large-scale ensemble simulations. Implicit neural representations (INRs) provide a compact and continuous framework for modeling spatially …