Courant
A state-adaptive Perceiver surrogate with local support
Paper title Courant: a State-Adaptive Perceiver-Based Neural Surrogate with Local Support and Interpretable Field Decomposition
Paper arXiv 2605.25115PDF
A Perceiver encoder-processor-decoder whose latent queries adapt to the state and specialise to regions of the domain, much like adaptive hp-refinement in a numerical solver.
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