Sparse and low-rank approximations of parametric elliptic PDEs: the best of both worlds

Markus Bachmayr, Huqing Yang

A new approximation format for solutions of partial differential equations depending on infinitely many parameters is introduced. By combining low-rank tensor approximation in a se…