Leaderboards/Numerical Methods and Algorithms

Numerical Methods and Algorithms

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Fatma A. Hashim
Applied Science Private University
2
Yulong Dong
University of Michigan
3
Stefan Mach
ETH Zurich
4
Raúl Murillo
Universidad Complutense de Madrid
5
J. Klappert
RWTH Aachen University
6
Massimiliano Fasi
Durham University
7
Talal Ahmed Ali Ali
Hunan University
8
Shang Liu
University of Hong Kong
9
Gopal Raut
Khalifa University of Science and Technology
10
Bohan Zhuang
Zhejiang University

Rising Stars Papers

1
MSAO: A multi-strategy boosted snow ablation optimizer for global optimization and real-world engineering applications
Advanced Engineering Informatics|2024
104 cit.
2
RTLCoder: Outperforming GPT-3.5 in Design RTL Generation with Our Open-Source Dataset and Lightweight Solution
Unknown Journal|2024
89 cit.
3
RTLCoder: Fully Open-Source and Efficient LLM-Assisted RTL Code Generation Technique
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems|2024
54 cit.
4
LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning
Unknown Journal|2024
48 cit.
5
An enhanced exponential distribution optimizer and its application for multi-level medical image thresholding problems
Alexandria Engineering Journal|2024
28 cit.
6
Advances in Henry Gas Solubility Optimization: A Physics-Inspired Metaheuristic Algorithm With Its Variants and Applications
IEEE Access|2024
27 cit.
7
A new control scheme for temperature adjustment of electric furnaces using a novel modified electric eel foraging optimizer
AIMS Mathematics|2024
26 cit.
8
OpenLLM-RTL: Open Dataset and Benchmark for LLM-Aided Design RTL Generation
Unknown Journal|2024
25 cit.
9
A novel modified Cheetah Optimizer for designing fractional-order PID-LFC placed in multi-interconnected system with renewable generation units
Sustainable Computing Informatics and Systems|2024
15 cit.
10
Nonlinear FOPID controller design for pressure regulation of steam condenser via improved metaheuristic algorithm
PLoS ONE|2024
14 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Lars Hofer
Institut Català de Ciències del Clima
2
Isaac T. Yonemoto
Stanley Electric (Japan)
3
Khaled Ramadan
Ahlia University
4
Karam M. Sallam
University of Canberra
5
Théo Mary
Université Toulouse III - Paul Sabatier
6
Christopher W. Fletcher
IIT@MIT
7
Alexei Kondratyev
Imperial College London
8
Hao Wu
China University of Geosciences
9
Sam Pallister
Hospital Psiquiatrico Infantil Juan N Navarro
10
Srikara Pranesh
University of Manchester

Emerging Leaders Papers

1
Fick’s Law Algorithm: A physical law-based algorithm for numerical optimization
Knowledge-Based Systems|2022
282 cit.
2
Internet of Things (IoT) in Supply Chain Management: Challenges, Opportunities, and Best Practices
Sustainable Machine Intelligence Journal|2023
167 cit.
3
Mixed precision algorithms in numerical linear algebra
Acta Numerica|2022
123 cit.
4
Parameter extraction of solar photovoltaic models using queuing search optimization and differential evolution
Applied Soft Computing|2023
94 cit.
5
Sustainability assessment of optimal location of electric vehicle charge stations: a conceptual framework for green energy into smart cities
Environment Development and Sustainability|2023
54 cit.
6
Self-adaptive denoising net: Self-supervised learning for seismic migration artifacts and random noise attenuation
Journal of Petroleum Science and Engineering|2022
47 cit.
7
Communication-Efficient Federated Learning for LEO Constellations Integrated With HAPs Using Hybrid NOMA-OFDM
IEEE Journal on Selected Areas in Communications|2024
40 cit.
8
A mathematical model for managing the multi-dimensional impacts of the COVID-19 pandemic in supply chain of a high-demand item
Annals of Operations Research|2022
35 cit.
9
Binary light spectrum optimizer for knapsack problems: An improved model
Alexandria Engineering Journal|2023
33 cit.
10
Optimal power flow considering intermittent solar and wind generation using multi-operator differential evolution algorithm
Electric Power Systems Research|2024
33 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Lorenz T. Biegler
Carnegie Mellon University
2
Steven G. Johnson
Massachusetts Institute of Technology
3
Michael A. Saunders
Tecplot (United States)
4
Jorge Nocedal
Northwestern University
5
Michael J. Todd
Cornell University
6
David E. Keyes
Columbia University
7
R.E. Carlson
The University of Texas Rio Grande Valley
8
Moritz Diehl
University of Freiburg
9
Philippe L. Toint
University of Namur
10
Jack Dongarra
University of Tennessee at Knoxville

Current Senior Leaders Papers

1
On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
Mathematical Programming|2005
9.4k cit.
2
On the limited memory BFGS method for large scale optimization
Mathematical Programming|1989
8.5k cit.
3
Atomic Decomposition by Basis Pursuit
SIAM Journal on Scientific Computing|1998
7k cit.
4
The Design and Implementation of FFTW3
Proceedings of the IEEE|2005
5.2k cit.
5
Atomic Decomposition by Basis Pursuit
SIAM Review|2001
5.1k cit.
6
LSQR: An Algorithm for Sparse Linear Equations and Sparse Least Squares
ACM Transactions on Mathematical Software|1982
4.4k cit.
7
CasADi: a software framework for nonlinear optimization and optimal control
Mathematical Programming Computation|2018
3.7k cit.
8
Algorithm 778: L-BFGS-B
ACM Transactions on Mathematical Software|1997
3.4k cit.
9
Block-iterative frequency-domain methods for Maxwell's equations in a planewave basis
Optics Express|2001
3.2k cit.
10
SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization
SIAM Review|2005
2.8k cit.

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