Solver Selected Topics » History » Revision 7
Revision 6 (jun chen, 03/23/2025 01:15 AM) → Revision 7/14 (jun chen, 03/23/2025 01:19 AM)
# Solver Selected Topics
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## Web Resource
### Academic:
|Name |Affiliation |Website |
|--|--|--|
|潘建瑜|华东师范大学 数学科学学院|https://math.ecnu.edu.cn/~jypan/Research/bib_general.html|
|James Demmel|Professor of Mathematics and Computer Science, UC Berkeley|https://people.eecs.berkeley.edu/~demmel/|
|Xiaoye Sherry Li 李小叶 |Senior Scientist, Computational Research Division Lawrence Berkeley National Laboratory|https://portal.nersc.gov/project/sparse/xiao ye-web/|
|Tim Davis|Department of Computer Science and Engineering, Texas A&M University|https://people.engr.tamu.edu/davis/welco me.html|
|Yousef Saad|Department of Computer Science and Engineering, University of Minnesota|https://www-users.cse.umn.edu/~saad/|
|Jack Dongarra|University of Tennessee & Oak Ridge National Laboratory|https://netlib.org/utk/people/JackDongarra/|
|Iain Duff|Rutherford Appleton Laboratory|https://www.numerical.rl.ac.uk/people/iain-duff|
|Cleve Moler|Math Works|https://ww2.mathworks.cn/company/about us/founders/clevemoler.html|
|Jianlin Xia|Department of Mathematics, Purdue University|https://www.math.purdue.edu/~xiaj/|
|John R. Gilbert|Professor Emeritus of Computer Science, University of California, Santa Barbara|https://sites.cs.ucsb.edu/~gilbert/|
### Open source
* Scalable solvers group, applied mathematics and computational research division, Lawrence Berkeley National Laboratory, https://crd.lbl.gov/divisions/amcr/applied-mathematics-dept/scalable-solvers/
* GILBERT STRANG老爷子课程 https://www.bilibili.com/video/BV1uK4y187ep/?share_source=copy_web
* Matrix benchmark test suite: https://math.nist.gov/MatrixMarket , https://sparse.tamu.edu and https://smart.math.purdue.edu/
* CSPARSE: http://jefftrull.github.io/c++/eigen/csparse/suitesparse/2017/02/10/a-tour-of-sparse-matrices-for-cplusplus.html and https://github.com/ibayer/CSparse
* Linux 性能分析valgrind https://zhuanlan.zhihu.com/p/92082070
* Some public solvers for sparse linear systems on different computing platforms #33660 , #35202 , #19889 , #40400
and reordering software #35354 .
## Doc Resource
叩田D叩D&劝D叩D.pptx: http://10.30.200.21:8088/attachments/37324
I. S. Duff, A. M. Erisman and J. K. Reid (2017), Direct Methods for Sparse Matrices, 2nd edition, Oxford University Press. Link
A. George and J. W. H. Liu (1981), Computer Solution of Large Sparse Positive Definite Systems, Prentice-Hall. Link
A survey of direct methods for sparse linear systems, Acta Numerica (2016), pp. 383-566. Link
T. A. Davis (2006), Direct Methods for Sparse Linear Systems, SIAM. Link
X. Chen, Y. Wang, H Yang(2017), Parallel sparse direct solver for integrated circuit simulation, Springer.
parallel-sparse-direct-solver-for-integrated-circuit-simulation_compress.pdf
Y. Saad (2003), Iterative Methods for Sparse Linear Systems, 2nd edition, SIAM. Link
R. Barrett(1994), et. al., Templates for the solution of Linear Systems: Building Blocks for Iterative Methods, SIAM. Link_ps ， Link_pdf
Direct_Methods_for_Sparse_Matrices_Miroslav_Tuma.pdf
NLA_SparseDirect_2009_Psli.pdf
## [[Matrix_collection]]
## Journals:
|Name |Abbreviation |Website |
|--|--|--|
|SIAM Journal on Matrix Analysis and Applications|(SIMAX)|https://epubs.siam.org/journal/sjmael|
|SIAM Journal on Scientific Computing|(SISC)|https://www.siam.org/publications/journals/siam-journal-on-scientific-computing-sisc|
|Linear Algebra and its Applications|(LAA)|https://www.sciencedirect.com/journal/line ar-algebra-and-its-applications|
|Numerical Linear Algebra with Applications|(NLA)|https://onlinelibrary.wiley.com/journal/10991506|
|IMA Journal of Numerical Analysis| |https://academic.oup.com/imajna?login=false|
|ACM Transactions on Mathematical Software|(TOMS)|https://dl.acm.org/journal/toms|
|BIT Numerical Mathematics| |https://www.springer.com/journal/10543|
|Numerische Mathematik| |https://link.springer.com/journal/211|
|Mathematics of Computation| |https://www.ams.org/publications/journals/ journalsframework/mcom|
|Electronic Transactions on Numerical Analysis|(ETNA)|https://etna.math.kent.edu/|
|Applied Mathematics and Computation|(AMC)|https://www.sciencedirect.com/journal/app lied-mathematics-and-computation|
|Journal of Computational and Applied Mathematics|(JCAM)|https://www.sciencedirect.com/journal/jour nal-of-computational-and-applied-mathematics|
## Lecture Notes:
| | | | |
|--|--|--|--|
|TR_01 |1_matrix_format_base_op.pptx |劝D叩DOD础叩D |Hai'an Xiong 2023/07/18|
|TR_02 |2_matrix_gaussian_elimination.pptx |DDD叩叩叩叩叩 |Danping Zhang 2023/07/25|
|TR_03 |3_mna_from_circuit_to_matrix.pptx |D叩DDO MNA |Leping Wang 2023/08/01|
|TR_04 |4_numerical_analysis.pptx |0叩DD |Leping Wang 2023/08/08|
|TR_05 |4_circuit_simulation_trasient_analysis.pptx |D叩DODD |Dr. Shihao Zhuang 2023/08/08|
|TR_06 |5_matrix_op_using_python.pptx |LR生叩0叩叩叩叩叩叩叩叩 |Siyan Wu 2023/08/15|
|TR_07 |3_20230822_trianlular_solve_for_sparse_right_hand_side.pptx |DOD角DOOD项叩叩 |Shumiao Li 2023/08/22|
|TR_08 |3_WJM-20230801-ETREE.pptx |D叩D |Jiamin Wang 2023/09/19|
|TR_09 |sp5_matrix_op_using_multi_th read.pptx & multi_thread_huiniu.pptx |D线叩DO劝D叩D叩叩 |Prof. Hui Niu 2023/08/23|
|TR_10 |2023.7.14Cholesky_factorization_1.pptx & 2023.7.14Cholesky_factorization_2.pptx |Cholesky 叩叩 |Leping Wang 2023/09/26|
|TR_11 |siyan_0926_HVP_Commands.pptx |HVP commands |Siyan Wu 2023/09/26|
|TR_12 |2023.10.17_GMRES叩D叩D.pptx |GMRES 叩D叩D |Bowen Wang 2023/10/17|
|TR_13 |http://10.30.200.21:8088/attach ments/45996 |O叩D-00 |Jiamin Wang 2023/10/03, 10/17|
|TR_14 |2023.10.21_GMRES0O0O.pptx |GMRES0O0O |Bowen Wang 2023/10/24|
|TR_14 |2023.10.24LDLT_factorization.pptx & 2023.7.14Cholesky_factorization_complex_field.pptx |LDLT叩叩0O |Leping Wang 2023/10/31, 11/07|
|TR_15 |ldl叩D叩D.pptx |ldl叩D叩D |Hai'an Xiong 2023/11/07|
|TR_16 |LDLT_suitesparse_demo.pptx |suitesparseDLDL叩DD叩 |Shumiao Li 2023/11/14|
|TR_16 |D叩00D.pptx |D叩00D |Jiamin Wang 2023/11/14|
|TR_17 |blas.pptx |openblasDOapiOOD |Shaobo Wu 2023/11/21 & 12/12|
|TR_18 |SelInv-An_Algorithm_for_Selected_Inversion_of_a_Sparse_Symmetric_Matrix.pptx |DD叩叩DD |Dr. Xueyang Shi 2023/11/28|
|TR_19 |叩叩D0DD劝D□COCRDD.pptx |叩叩D0DD劝D□COCRDD |Jiamin Wang 2023/12/05|
|TR_20 |http://10.30.200.21:8088/attach ments/50714 |GPUODOCUDADD叩0O |Dr. Shihao Zhuang 2023/12/12|
|TR_21 |compile_gss_and_solver_rains torming.pptx |gss0 ssdmp□ODODD |Siyan Wu & Oingyu Dai 2023/12/19|
**Note: [[what is gather and scatter]]?**
**Note: [[消去树]]?**
**Note: [[条件数]]?**