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- research-articleJuly 2024
A robust second-order low-rank BUG integrator based on the midpoint rule
AbstractDynamical low-rank approximation has become a valuable tool to perform an on-the-fly model order reduction for prohibitively large matrix differential equations. A core ingredient is the construction of integrators that are robust to the presence ...
- research-articleJune 2024
From low-rank retractions to dynamical low-rank approximation and back
AbstractIn algorithms for solving optimization problems constrained to a smooth manifold, retractions are a well-established tool to ensure that the iterates stay on the manifold. More recently, it has been demonstrated that retractions are a useful ...