Summary of Matrix Types Available In PETSc — PETSc 3.23.0 documentation

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# Summary of Matrix Types Available In PETSc

Format | Matrix Types | Constructor | External Packages | Details
--- | --- | --- | --- | ---
CSR | `MATAIJ` | `MatCreateAIJ()` |  | Compressed sparse row
| `MATAIJMKL` | `MatCreateMPIAIJMKL()` | Intel oneAPI MKL | OpenMP support
| `MATAIJSELL` | `MatCreateMPIAIJSELL()` |  | SIMD acceleration
| `MATAIJPERM` | `MatCreateMPIAIJPERM()` |  | Vectorized version
| `MATAIJCUSPARSE` | `MatCreateAIJCUSPARSE()` | NVIDIA cuSPARSE library | NVIDIA GPU acceleration
| `MATAIJKOKKOS` | `MatCreateAIJKokkos()` | Kokkos | GPU acceleration
Constant row length | `MATAIJCRL` | `MatCreateMPIAIJCRL()` |  | Vectorized version
Multiple applications of single `MATAIJ` | `MATMAIJ` | `MatCreateMAIJ()` |  | Commonly used for identical interpolations on each component of a multi-component vector
Kronecker product of sparse matrix \(A\); \(I \otimes S + A \otimes T\) | `MATKAIJ` | `MatCreateKAIJ()` |  |
Sliced Ellpack | `MATSELL` | `MatCreateSELL()` |  | SIMD and GPU acceleration
Block CSR | `MATBAIJ` | `MatCreateBAIJ()` |  | Block compressed sparse row
Symmetric Block CSR | `MATSBAIJ` | `MatCreateSBAIJ()` |  | Upper triangular compressed sparse row
Dense | `MATDENSE` | `MatCreateDense()` |  | Row oriented storage
| `MATELEMENTAL` | `MatCreateElemental()` | Elemental by Jack Poulson | Block cyclic storage
| `MATSCALAPACK` | `MatCreateScaLAPACK()` | ScaLAPACK | Block cyclic storage
| `MATDENSECUDA` | `MatCreateDenseCUDA()` |  | NVIDIA GPU Acceleration
`MatMult()` via finite differencing of a function | `MATMFFD`, see Matrix-Free Methods | `MatCreateMFFD()`, see also `MatCreateSNESMF()` |  | Provides only matrix-vector products
User-provided operations | `MATSHELL`, see also Application Specific Custom Matrices | `MatCreateShell()` |  |
Low-rank updates | `MATLMVM`, `MATLMVMDFP`, `MATLMVMBFGS`, `MATLMVMSR1`, … | `MatCreateLMVM()` |  | limited-memory BFGS style matrices
| `MATLRC` | `MatCreateLRC()` |  | \(A + UCV^T\)
FFT | `MATFFTW` | `MatCreateFFT()` | FFTW |
| `MATSEQCUFFT` | `MatCreateSeqCUFFT()` | NVIDIA’s CuFFT | NVIDIA GPUs
Hierarchical | `MATHTOOL` | `MatCreateHtoolFromKernel()` | Htool |
| `MATH2OPUS` | `MatCreateH2OpusFromMat()` | \(\mathcal H^2\) matrices |
Transpose, \(A^T\), virtual | `MATTRANSPOSEVIRTUAL` | `MatCreateTranspose()` |  |
Hermitian Transpose, \(A^H\), virtual | `MATHERMITIANTRANSPOSEVIRTUAL` | `MatCreateHermitianTranspose()` |  |
Normal, \(A^TA\), virtual | `MATNORMAL` | `MatCreateNormal()` |  |
Hermitian Normal, \(A^HA\), virtual | `MATNORMALHERMITIAN` | `MatCreateNormalHermitian()` |  |
Schur complement | `MATSCHURCOMPLEMENT` | `MatCreateSchurComplement()`, `MatGetSchurComplement()` |  |
Sub-matrix, virtual | `MATSUBMATRIX` | `MatCreateSubMatrixVirtual()` |  | Provides `MatMult()` and similar operations
| `MATLOCALREF` | `MatCreateLocalRef()` |  | For use in matrix assembly
Nested matrix | `MATNEST` | `MatCreateNest()` |  |
Scatter operator | `MATSCATTER` | `MatCreateScatter()` |  |
Centering operator | `MATCENTERING` | `MatCreateCentering()` |  | \(I - \frac{1}{N}e e^T\), \(e=[1,\dots,1]^T\)
Block matrix | `MATBLOCKMAT` | `MatCreateBlockMat()` |  |