Matrix: Janna/PFlow_742
Description: 3D pressure-temp evoluation in porous media
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| Matrix properties | |
| number of rows | 742,793 |
| number of columns | 742,793 |
| nonzeros | 37,138,461 |
| structural full rank? | yes |
| structural rank | 742,793 |
| # of blocks from dmperm | 57,652 |
| # strongly connected comp. | 57,652 |
| explicit zero entries | 0 |
| nonzero pattern symmetry | symmetric |
| numeric value symmetry | symmetric |
| type | real |
| structure | symmetric |
| Cholesky candidate? | yes |
| positive definite? | yes |
| author | C. Janna, M. Ferronato |
| editor | T. Davis |
| date | 2014 |
| kind | 2D/3D problem |
| 2D/3D problem? | yes |
Notes:
Janna/PFlow_742: 3D pressure-temperature evolution in porous media
Authors: Carlo Janna and Massimiliano Ferronato
Symmetric Positive Definite Matrix
# equations: 742,793
# non-zeroes: 37,138,461
The matrix PFlow_742 is obtained from a 3D simulation of the
pressure-temperature field in a multilayered porous media
discretized by hexahedral Finite Elements. The ill-conditioning
of the matrix is due to the strong contrasts in the material
properties fo different layers.
Further information may be found in the following paper:
1) C. Janna, M. Ferronato, G. Gambolati. "The use of supernodes
in factored sparse approximate inverse preconditioning". SIAM
Journal on Scientific Computing, submitted.
| Ordering statistics: | result |
| nnz(chol(P*(A+A'+s*I)*P')) with AMD | 1,124,528,164 |
| Cholesky flop count | 5.4e+12 |
| nnz(L+U), no partial pivoting, with AMD | 2,248,313,535 |
| nnz(V) for QR, upper bound nnz(L) for LU, with COLAMD | 1,851,385,449 |
| nnz(R) for QR, upper bound nnz(U) for LU, with COLAMD | 4,000,348,915 |
For a description of the statistics displayed above, click here.
Maintained by Tim Davis, last updated 10-Jun-2015.
Matrix pictures by cspy, a MATLAB function in the CSparse package.
Matrix graphs by Yifan Hu, AT&T Labs Visualization Group.