Leaderboards/Matrix Theory and Algorithms

Matrix Theory and Algorithms

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Ahmad Al natoor
Unknown
2
Najla Altwaijry
King Saud University
3
Francesco Mezzadri
University of Bristol
4
Ahmad Al-Natoor
Isra University
5
Ahmad AL Natoor
Unknown
6
Hussam Al Daas
Rutherford Appleton Laboratory
7
Guglielmo Lami
Centre National de la Recherche Scientifique
8
Yufeng Tian
Chongqing University
9
Zhaoliang Sheng
Nanjing University of Science and Technology
10
Di Fang
Duke University

Rising Stars Papers

1
Numerical Radius Inequalities Involving 2 × 2 Block Matrices
European Journal of Pure and Applied Mathematics|2025
107 cit.
2
Singular Value Inequalities for Concave and Convex Functions of Matrix Sums and Products
European Journal of Pure and Applied Mathematics|2025
92 cit.
3
Quantum State Designs with Clifford-Enhanced Matrix Product States
PRX Quantum|2025
40 cit.
4
Unveiling the Stabilizer Group of a Matrix Product State
Physical Review Letters|2024
36 cit.
5
An Aperiodic-Sampling-Dependent Event-Triggered Control Strategy for Interval Type-2 Fuzzy Systems: New Communication Scheme and Discontinuous Functional
IEEE Transactions on Cybernetics|2024
16 cit.
6
Anticoncentration and State Design of Random Tensor Networks
Physical Review Letters|2025
10 cit.
7
Continuously monitored quantum systems beyond Lindblad dynamics
New Journal of Physics|2024
6 cit.
8
Mixing Time of Open Quantum Systems via Hypocoercivity
Physical Review Letters|2025
6 cit.
9
Time-Dependent Hamiltonian Simulation via Magnus Expansion: Algorithm and Superconvergence
Communications in Mathematical Physics|2025
6 cit.
10
Interpolating numerical radius inequalities for matrices
Advances in Operator Theory|2024
4 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
H Zhang
Unknown
2
Théo Mary
Université Toulouse III - Paul Sabatier
3
Xiyu Zhai
Massachusetts Institute of Technology
4
Akbar Shirilord
Amirkabir University of Technology
5
Fadi Alrimawi
Al-Ahliyya Amman University
6
Sam Pallister
Hospital Psiquiatrico Infantil Juan N Navarro
7
Hiroshi Sugimoto
Takeda (United States)
8
Ji-Hyoung Ryu
Electronics and Telecommunications Research Institute
9
Kais Feki
Najran University
10
Fei-Yu Ji
Shanghai Jiao Tong University

Emerging Leaders Papers

1
Mixed precision algorithms in numerical linear algebra
Acta Numerica|2022
123 cit.
2
Numerical Radius Inequalities Involving 2 × 2 Block Matrices
European Journal of Pure and Applied Mathematics|2025
107 cit.
3
Singular Value Inequalities for Concave and Convex Functions of Matrix Sums and Products
European Journal of Pure and Applied Mathematics|2025
92 cit.
4
Some A-spectral radius inequalities for A-bounded Hilbert space operators
Banach Journal of Mathematical Analysis|2022
28 cit.
5
Stationary Landweber method with momentum acceleration for solving least squares problems
Applied Mathematics Letters|2024
24 cit.
6
Iterative algorithm for a generalized matrix equation with momentum acceleration approach and its convergence analysis
Journal of the Franklin Institute|2024
19 cit.
7
Combined real and imaginary parts method for solving generalized Lyapunov matrix equation
Applied Numerical Mathematics|2022
18 cit.
8
Closed-form solution of non-symmetric algebraic Riccati matrix equation
Applied Mathematics Letters|2022
17 cit.
9
Gradient descent-based parameter-free methods for solving coupled matrix equations and studying an application in dynamical systems
Applied Numerical Mathematics|2025
15 cit.
10
Approximating optimal parameters for generalized preconditioned Hermitian and skew-Hermitian splitting (GPHSS) method
Computational and Applied Mathematics|2022
13 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
J. G. E. M. Fraaije
Leiden University
2
Jorge Nocedal
Northwestern University
3
Lorenz T. Biegler
Carnegie Mellon University
4
Michael A. Saunders
Tecplot (United States)
5
Stephen Boyd
Stanford University
6
Yimin Wei
Fudan University
7
Yuying Li
University of Waterloo
8
James Lam
University of Hong Kong
9
Yousef Saad
University of Minnesota
10
Frédéric Gouaisbaut
Laboratoire d'Analyse et d'Architecture des Systèmes

Current Senior Leaders Papers

1
LINCS: A linear constraint solver for molecular simulations
Journal of Computational Chemistry|1997
17.1k cit.
2
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
Foundations and Trends® in Machine Learning|2011
16k cit.
3
On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
Mathematical Programming|2005
9.4k cit.
4
On the limited memory BFGS method for large scale optimization
Mathematical Programming|1989
8.5k cit.
5
Atomic Decomposition by Basis Pursuit
SIAM Journal on Scientific Computing|1998
7k cit.
6
Atomic Decomposition by Basis Pursuit
SIAM Review|2001
5.1k cit.
7
Enhancing Sparsity by Reweighted ℓ 1 Minimization
Journal of Fourier Analysis and Applications|2008
4.9k cit.
8
LSQR: An Algorithm for Sparse Linear Equations and Sparse Least Squares
ACM Transactions on Mathematical Software|1982
4.4k cit.
9
Semidefinite Programming
SIAM Review|1996
4.1k cit.
10
Algorithm 778: L-BFGS-B
ACM Transactions on Mathematical Software|1997
3.4k cit.

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