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Multivariate AAA-style near-best rational approximation

Develop an algorithm for multivariate near-best rational approximation analogous to AAA in one variable, including a robust multivariate barycentric-like framework and stability guarantees.

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Background

The authors demonstrate the effectiveness of AAA in univariate settings and illustrate multivariate rational approximations by reductions or line-wise fits, but they explicitly identify the absence of a true multivariate AAA algorithm. They regard this as an important open problem with significant implications for high-dimensional function approximation and PDE modeling.

References

Is it reasonable to hope for a multivariate algorithm that could find approximations like ((i)) and ((ii)) as easily as AAA finds approximations in a single variable? We do not know, and we regard this as an important open problem.

Applications of AAA rational approximation (2510.16237 - Nakatsukasa et al., 17 Oct 2025) in Section 14 Multivariate analytic continuation