Efficient Multivariate Rational Function Approximation: Taming the Curse of Dimensionality

The Loewner framework is extended to efficiently construct data-driven multivariate rational models, taming the curse of dimensionality by avoiding the explicit construction of large-scale n-dimensional Loewner matrices.