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Most-cited papers on scalability computational problems dimensional numbers

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

The open vehicle routing problem: Algorithms, large-scale test problems, and computational results
2006 · Computers & Operations Research · Li, Feiyue, Golden, Bruce, Wasil, Edward
266 cited
Some large-scale matrix computation problems
1996 · Journal of Computational and Applied Mathematics · Bai, Zhaojun, Fahey, Gark, Golub, Gene H.
202 cited
Computational study of large-scale p-Median problems
2006 · Mathematical Programming · Avella, Pasquale, Sassano, Antonio, Vasil’ev, Igor
188 cited
The efficient solution of large-scale linear programming problems—some algorithmic techniques and computational results
1977 · Mathematical Programming · Benichou, M., Gauthier, J. M., Hentges, G. et al.
151 cited
A Computationally Efficient Simulation-Based Optimization Algorithm for Large-Scale Urban Transportation Problems
2015 · Transportation Science · Osorio, Carolina, Chong, Linsen
111 cited
Large-scale DES computations of the forward speed diffraction and pitch and heave problems for a surface combatant
2010 · Computers & Fluids · Carrica, Pablo M., Huang, Jiafen, Noack, Ralph et al.
68 cited
Computational schemes for large-scale problems in extended linear-quadratic programming
1990 · Mathematical Programming · Rockafellar, R. T.
65 cited
Computational cost reduction for coupled system of multiple scale reaction diffusion problems with mixed type boundary conditions having boundary layers
2023 · Revista de la Real Academia de Ciencias Exactas Físicas y Naturales Serie A Matemáticas · Saini, Sumit, Das, Pratibhamoy, Kumar, Sunil
56 cited
Scalability of Higher-Order Discontinuous Galerkin FEM Computations for Solving Electromagnetic Wave Propagation Problems on GPU Clusters
2010 · IEEE Transactions on Magnetics · Gödel, N., Nunn, Nigel, Warburton, Tim et al.
56 cited
The Multilevel Fast Multipole Algorithm (MLFMA) for Solving Large‐Scale Computational Electromagnetics Problems
2014 · Ergül, Özgür, Gürel, Levent
52 cited
A method of substructuring large-scale computational micromechanical problems
2001 · Computer Methods in Applied Mechanics and Engineering · Zohdi, Tarek I., Wriggers, Peter, Huet, C.
52 cited
SLEPc: Scalable Library for Eigenvalue Problem Computations
2003 · Lecture notes in computer science · Hernández, Vicente, Román, José E., Vidal, Vicente
45 cited
Optimal Distribution-Inventory Planning of Industrial Gases. I. Fast Computational Strategies for Large-Scale Problems
2011 · Industrial & Engineering Chemistry Research · You, Fengqi, Pinto, José M., Capón, Elisabet et al.
42 cited
Investigation of supercomputer capabilities for the scalable numerical simulation of computational fluid dynamics problems in industrial applications
2016 · Computational Mathematics and Mathematical Physics · Козелков, А. С., Курулин, В. В., Лашкин, С. В. et al.
39 cited
Advancing understanding of turbulence through extreme-scale computation: Intermittency and simulations at large problem sizes
2020 · Physical Review Fluids · Yeung, P. K., Ravikumar, K.
39 cited
Distributed Computation of Large-scale Graph Problems
2014 · Klauck, Hartmut, Nanongkai, Danupon, Pandurangan, Gopal et al.
38 cited
Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods
2024 · SIAM Review · Chung, Julianne, Gazzola, Silvia
37 cited
Large-scale Computational Science Applications using the SCIRun Problem Solving Environment
2000 · Johnson, Christopher R., Parker, Steven G., Weinstein, David M.
36 cited
Solving Large-Scale Problems in Mechanics: The Development and Application of Computational Solution Methods
1993 · John Wiley & Sons, Inc. eBooks · Papadrakakis, Manolis
36 cited
Computationally Efficient ANN Model for Small-Scale Problems
2018 · Advances in intelligent systems and computing · Sharma, Shikhar, Shivhare, Shiv Naresh, Singh, Navjot et al.
30 cited
Recent advances in computational simulation of macro-, meso-, and micro-scale biomimetics related fluid flow problems
2007 · Journal of Bionic Engineering · Yan, Yuying
29 cited
High-order three-scale computational method for dynamic thermo-mechanical problems of composite structures with multiple spatial scales
2019 · International Journal of Solids and Structures · Dong, Hao, Zheng, Xiaojing, Cui, Junzhi et al.
26 cited
The complex bi-conjugate gradient solver applied to large electromagnetic scattering problems, computational costs, and cost scalings
1997 · IEEE Transactions on Antennas and Propagation · Pocock, M.D., Walker, S.P.
25 cited
A novel construction method of computational domains on large-scale near-ground explosion problems
2020 · Journal of Computational Physics · Li, Tao, Wang, Cheng, Yang, Tonghui et al.
24 cited
Formulation and numerical implementation of a variationally consistent multi-scale model based on second-order computational homogenisation at finite strains for quasi-static problems
2022 · Computer Methods in Applied Mechanics and Engineering · Lopes, Igor A. Rodrigues, Pires, F.M. Andrade
21 cited
Computational Issues for Large-Scale Land Surface Data Assimilation Problems
2006 · Journal of Hydrometeorology · McLaughlin, Dennis, Zhou, Yuhua, Entekhabi, Dara et al.
18 cited
Identification of redundant constraints in large scale linear programming problems with minimal computational effort
2013 · Applied Mathematical Sciences · Sumathi, P., Paulraj, S.
18 cited
The second-order two-scale computation for integrated heat transfer problem with conduction, convection and radiation in periodic porous materials
2014 · Discrete and Continuous Dynamical Systems - B · Yang, Zhiqiang, Cui, Junzhi, Ma, Qiang
17 cited
A Meshfree Computational Approach Based on Multiple-Scale Pascal Polynomials for Numerical Solution of a 2D Elliptic Problem with Nonlocal Boundary Conditions
2019 · International Journal of Computational Methods · Oruç, Ömer
17 cited