Concepedia

Sparsity Pattern Optimization

Sparsity Pattern Optimization is a computational method in finite volume reservoir simulation that identifies and exploits the optimal arrangement of non-zero elements in sparse Jacobian or coefficient matrices to minimize fill-in, reduce computational overhead, and accelerate linear solver convergence during numerical simulations.

30

Publications

1K

Citations

94

Authors

53

Institutions

Publications per year

2017–2026

19

Parents

Publications

30

Positive semidefinite matrices with a given sparsity pattern

Jim Agler, William Helton, Scott McCullough et al. · Linear Algebra and its Applications · 1988 · 120 citations

, , +9

Evolutionary Multitasking Sparse Reconstruction: Framework and Case Study

Hao Li, Yew-Soon Ong, Maoguo Gong et al. · IEEE Transactions on Evolutionary Computation · 2018 · 93 citations

, , +16

Dynamic Model Pruning with Feedback

Tao Lin, Sebastian U. Stich, Luis Barba et al. · arXiv (Cornell University) · 2020 · 87 citations · Full text

, , +16

Implementation of nonsymmetric interior-point methods for linear optimization over sparse matrix cones

Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe · Mathematical Programming Computation · 2010 · 68 citations · Full text

, , +16

Peak-Error-Constrained Sparse FIR Filter Design Using Iterative SOCP

Aimin Jiang, Hon Keung Kwan, Yanping Zhu · IEEE Transactions on Signal Processing · 2012 · 62 citations

, , +16

1–5 of 30

Authors

94

  1. DD
    Daniil Dmitriev

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 102 citations

    2

    h-index

  2. SU
    Sebastian U. Stich

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 102 citations

    2

    h-index

  3. AP
    Antonis Papachristodoulou

    University of Oxford, United Kingdom

    2 publications · 71 citations

    2

    h-index

  4. LF
    Luca Furieri

    ETH Zurich, Switzerland

    2 publications · 53 citations

    2

    h-index

  5. MK
    Maryam Kamgarpour

    ETH Zurich, Switzerland

    2 publications · 53 citations

    2

    h-index

1–5 of 94

Institutions

53

  1. ETH Zurich

    Zurich, Switzerland

    3 h-index

    6 publications

    130 citations

  2. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    58 citations

  3. University of Oxford

    Oxford, United Kingdom

    2 h-index

    3 publications

    105 citations

  4. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    37 citations

  5. The Ohio State University

    Columbus, United States

    1 h-index

    3 publications

    90 citations

  6. University of Hong Kong

    Pok Fu Lam, Hong Kong

    1 h-index

    1 publications

    21 citations

  7. University of Victoria

    Victoria, Canada

    1 h-index

    1 publications

    12 citations

  8. Wrocław University of Science and Technology

    Wroclaw, Poland

    1 h-index

    3 publications

    78 citations

1–8 of 53

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 101 citations

    2

    h-index

  2. Mathematical Programming Computation

    1 publications · 68 citations

    1

    h-index

  3. Linear Algebra and its Applications

    1 publications · 120 citations

    1

    h-index

  4. IEEE Transactions on Industrial Electronics

    1 publications · 21 citations

    1

    h-index

  5. Optimization Letters

    1 publications · 18 citations

    1

    h-index

1–5