Concepedia

Simulation Methods

Simulation Methods is a class of computational techniques in stochastic modeling that approximate the behavior and performance of random systems by generating and analyzing synthetic sample paths or realizations from specified probabilistic models instead of deriving closed-form analytical solutions.

19.8K

Publications

1.2M

Citations

36.6K

Authors

5.9K

Institutions

Publications per year

2017–2026

3.1K

Parents

Children

Publications

19.8K

Ground State of the Electron Gas by a Stochastic Method

David M. Ceperley, B. J. Alder · Physical Review Letters · 1980 · 14.2K citations

, , +16

A Stochastic Approximation Method

Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.6K citations · Full text

, , +9

Simulation Modeling and Analysis.

Mark J. Schervish, Averill M. Law, W. David Kelton · Journal of the American Statistical Association · 1983 · 8.9K citations

, , +17

A general method for numerically simulating the stochastic time evolution of coupled chemical reactions

Daniel T. Gillespie · Journal of Computational Physics · 1976 · 6.3K citations

, , +16

Nonphysical sampling distributions in Monte Carlo free-energy estimation: Umbrella sampling

G. M. Torrie, J. P. Valleau · Journal of Computational Physics · 1977 · 6.2K citations

, , +12

1–5 of 19.8K

Authors

36.6K

  1. JK
    J.P.C. Kleijnen

    Tilburg University, Netherlands

    73 publications · 5.7K citations

    37

    h-index

  2. BL
    Barry L. Nelson

    Northwestern University, United States

    79 publications · 5.3K citations

    37

    h-index

  3. PW
    Peter W. Glynn

    Stanford University, United States

    68 publications · 4.9K citations

    31

    h-index

  4. AM
    Averill M. Law

    University of Arizona, United States

    48 publications · 12.1K citations

    30

    h-index

  5. LW
    Lee W. Schruben

    Cornell University, United States

    48 publications · 4.2K citations

    29

    h-index

1–5 of 36.6K

Institutions

5.9K

  1. Stanford University

    Stanford, United States

    68 h-index

    384 publications

    37.1K citations

  2. Columbia University

    New York, United States

    65 h-index

    247 publications

    39.1K citations

  3. University of California, Berkeley

    Berkeley, United States

    64 h-index

    363 publications

    38.9K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    62 h-index

    864 publications

    32.8K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    60 h-index

    356 publications

    32.2K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    58 h-index

    427 publications

    28.5K citations

  7. Princeton University

    Princeton, United States

    57 h-index

    188 publications

    18.5K citations

  8. Cornell University

    Ithaca, United States

    55 h-index

    288 publications

    17.8K citations

1–8 of 5.9K

Venues

  1. The Journal of Chemical Physics

    582 publications · 45.9K citations

    98

    h-index

  2. Physical Review Letters

    PRL · 148 publications · 38.8K citations

    70

    h-index

  3. Journal of Computational Physics

    233 publications · 36K citations

    63

    h-index

  4. IEEE Transactions on Power Systems

    143 publications · 12.6K citations

    62

    h-index

  5. Operations Research

    124 publications · 14.1K citations

    59

    h-index

1–5