132 citations · 175 across the 13 of their papers we have counts for
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math.NA2023
Performance of linear solvers in tensor-train format on current multicore architectures
Melven Röhrig-Zöllner, Manuel Joey Becklas, Jonas Thies +1
Tensor networks are a class of algorithms aimed at reducing the computational complexity of high-dimensional problems. They are used in an increasing number of applications, from q…
math.NA2023★ 3 cited
Algebraic Temporal Blocking for Sparse Iterative Solvers on Multi-Core CPUs
Christie Alappat, Jonas Thies, Georg Hager +2
Sparse linear iterative solvers are essential for many large-scale simulations. Much of the runtime of these solvers is often spent in the implicit evaluation of matrix polynomials…