Publications [#243763] of Jianfeng Lu

Papers Published

1. Lin, L; Yang, C; Meza, JC; Lu, J; Ying, L; E, W, SelInv---An Algorithm for Selected Inversion of a Sparse Symmetric Matrix, ACM Transactions on Mathematical Software, vol. 37 no. 4 (February, 2011), pp. 1-19, Association for Computing Machinery (ACM), ISSN 0098-3500 [doi]
   (last updated on 2026/01/14)

   Abstract:
   We describe an efficient implementation of an algorithm for computing selected elements of a general sparse symmetric matrix A that can be decomposed as A = LDLT , where L is lower triangular and D is diagonal. Our implementation, which is called SelInv , is built on top of an efficient supernodal left-looking LDLT factorization of A . We discuss how computational efficiency can be gained by making use of a relative index array to handle indirect addressing. We report the performance of SelInv on a collection of sparse matrices of various sizes and nonzero structures. We also demonstrate how SelInv can be used in electronic structure calculations.