43 citations · 57 across the 18 of their papers we have counts for
3 papers · 1 filter
Porting the Nonlinear Optimization Library HiOp to Accelerator-Based Hardware Architectures
Slaven Peles, Kalyan S. Perumalla, Maksudul Alam +4
While interior point methods have been the centerpiece of nonlinear programming tools used in science and engineering, their reliance on linear solvers that can tackle sparse symme…
Interface for Sparse Linear Algebra Operations
Ahmad Abdelfattah, Willow Ahrens, Hartwig Anzt +32
The standardization of an interface for dense linear algebra operations in the BLAS standard has enabled interoperability between different linear algebra libraries, thereby boosti…
Sparse Automatic Differentiation for Complex Networks of Differential-Algebraic Equations Using Abstract Elementary Algebra
Slaven Peles, Stefan Klus
Most numerical solvers and libraries nowadays are implemented to use mathematical models created with language-specific built-in data types (e.g. real in Fortran or double in C) an…