Concepedia

Stochastic Relaxation Processes

Stochastic Relaxation Processes is a theoretical framework in statistical physics and dynamical systems that describes the time evolution of systems approaching equilibrium through random, probabilistically governed transitions, distinguished from deterministic relaxation mechanisms by its incorporation of intrinsic noise and fluctuation-driven dynamics.

331

Publications

37.1K

Citations

668

Authors

387

Institutions

Publications per year

2017–2026

39

Parents

Publications

331

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 18K citations

, , +16

Stochastic Liouville Equations

Ryogo Kubo · Journal of Mathematical Physics · 1963 · 1K citations

, , +12

Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images*

Stuart Geman, Donald Geman · Journal of Applied Statistics · 1993 · 983 citations

, , +16

Opening the Black Box of Deep Neural Networks via Information

Ravid Shwartz-Ziv, Naftali Tishby · arXiv (Cornell University) · 2017 · 802 citations · Full text

, , +14

Dynamic density functional theory of fluids

The Journal of Chemical Physics · 1999 · 624 citations · Full text

, , +16

1–5 of 331

Authors

668

  1. KW
    Karina Weron

    Wrocław University of Science and Technology, Poland

    6 publications · 138 citations

    6

    h-index

  2. AP
    Antonino Polimeno

    University of Padua, Italy

    5 publications · 159 citations

    5

    h-index

  3. AJ
    Agnieszka Jurlewicz

    Wrocław University of Science and Technology, Poland

    4 publications · 114 citations

    4

    h-index

  4. PG
    Paolo Grigolini

    University of North Texas, United States

    4 publications · 211 citations

    4

    h-index

  5. RM
    Ralf Metzler

    University of Potsdam, Germany

    4 publications · 494 citations

    4

    h-index

1–5 of 668

Institutions

387

  1. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    35 publications

    2.3K citations

  2. Wrocław University of Science and Technology

    Wroclaw, Poland

    8 h-index

    18 publications

    529 citations

  3. The University of Tokyo

    Tokyo, Japan

    7 h-index

    10 publications

    1.8K citations

  4. Institute of Physics

    Warsaw, Poland

    7 h-index

    12 publications

    316 citations

  5. Brown University

    Providence, United States

    7 h-index

    10 publications

    20.2K citations

  6. Institute of Mathematics

    Warsaw, Poland

    6 h-index

    11 publications

    287 citations

  7. Technion – Israel Institute of Technology

    Haifa, Israel

    6 h-index

    9 publications

    265 citations

  8. Columbia University

    New York, United States

    5 h-index

    9 publications

    652 citations

1–8 of 387

Venues

  1. The Journal of Chemical Physics

    33 publications · 2.1K citations

    22

    h-index

  2. Physical Review Letters

    PRL · 21 publications · 1.4K citations

    16

    h-index

  3. Physical Review E

    PRE · 16 publications · 701 citations

    14

    h-index

  4. 11

    h-index

  5. Journal of Physics A Mathematical and General

    10 publications · 448 citations

    10

    h-index

1–5