SLEPc[1] is a software library for the parallel computation of eigenvalues and eigenvectors of large, sparse matrices. It can be seen as a module of PETSc that provides solvers for different types of eigenproblems, including linear (standard and generalized) and nonlinear (quadratic, polynomial and general), as well as the SVD. Recent versions also include support for matrix functions. It uses the MPI standard for parallelization. Both real and complex arithmetic are supported, with single, double and quadruple precision.
When using SLEPc, the application programmer can use any of the PETSc's data structures and solvers. Other PETSc features are incorporated into SLEPc as well, such as command-line option setting, automatic profiling, error checking, portability to virtually all computing platforms, etc.
^V. Hernandez; J. E. Roman & V. Vidal (2005). "SLEPc: A Scalable and Flexible Toolkit for the Solution of Eigenvalue Problems". ACM Transactions on Mathematical Software. 31 (3): 351–362. doi:10.1145/1089014.1089019. S2CID 14305707.
SLEPc is a software library for the parallel computation of eigenvalues and eigenvectors of large, sparse matrices. It can be seen as a module of PETSc...
Hermitian matrices only, implemented in C in BLOPEX, ported to hypre and SLEPc, in C++ in Anasazi (Trilinos), in Python in scipy, in Julia language, MATLAB...
sparse matrix diagonalization and manipulation, using the Arnoldi algorithm SLEPc Library for solution of large scale linear systems and sparse matrices scikit-learn...
linear and eigen value solver libraries are available, including IML, PETSc, SLEPc, and SPOOLES. Support for eXtented Finite Elements (XFEM) and iso-geometric...
solution of scientific applications modeled by partial differential equations. SLEPc Scalable Library for Eigenvalue Problem Computations is a PETSc-based open-source...
_{k=0}^{\ell }x_{k}(\lambda -\lambda _{0})^{k}.} The eigenvalue solver package SLEPc contains C-implementations of many numerical methods for nonlinear eigenvalue...
Java LOBPCG at Google Code Anasazi Trilinos LOBPCG at GitHub Native SLEPc LOBPCG SLEPc BLOPEX interface to LOBPCG Julia LOBPCG at GitHub Anzt, Hartwig; Tomov...
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