Concepedia

Top-down Coarse-graining

Top-Down Coarse-Graining is a coarse-graining methodology that belongs to the class of modeling approaches which derive simplified representations by enforcing consistency with macroscopic observables or experimental data, distinguished by its imposition of global constraints to define effective interactions without explicit reference to underlying microscopic details.

10

Publications

575

Citations

32

Authors

25

Institutions

Publications per year

2017–2026

6

Parents

Publications

10

Lower bounds on dissipation upon coarse graining

Àlex Gómez-Marín, Juan M. R. Parrondo · Physical Review E · 2008 · 144 citations · Full text

, , +13

Object detection for graphical user interface: old fashioned or deep learning or a combination?

Jieshan Chen, Mulong Xie, Zhenchang Xing et al. · 2020 · 141 citations · Full text

, , +14

Flory-Huggins parameter χ, from binary mixtures of Lennard-Jones particles to block copolymer melts

Alexandros Chremos, Arash Nikoubashman, Athanassios Z. Panagiotopoulos · The Journal of Chemical Physics · 2014 · 87 citations

, , +17

Assessing the transferability of common top-down and bottom-up coarse-grained molecular models for molecular mixtures

Thomas D. Potter, Jos Tasche, Mark R. Wilson · Physical Chemistry Chemical Physics · 2018 · 59 citations · Full text

, , +16

A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime

Constantin Grigo, Phaedon‐Stelios Koutsourelakis · Journal of Computational Physics · 2019 · 41 citations · Full text

, , +16

1–5 of 10

Authors

32

  1. PP
    Petr Plecháč

    University of Delaware, United States

    2 publications · 27 citations

    2

    h-index

  2. MA
    Markos A. Katsoulakis

    University of Massachusetts Amherst, United States

    2 publications · 27 citations

    2

    h-index

  3. WP
    Wenxiao Pan

    Pacific Northwest National Laboratory, United States

    1 publications · 26 citations

    1

    h-index

  4. AZ
    Athanassios Z. Panagiotopoulos

    Princeton University, United States

    1 publications · 87 citations

    1

    h-index

  5. AC
    Alexandros Chremos

    National Institute of Standards and Technology, United States

    1 publications · 87 citations

    1

    h-index

1–5 of 32

Institutions

25

  1. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    3 publications

    42 citations

  2. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    2 publications

    48 citations

  3. University of Tennessee at Knoxville

    Knoxville, United States

    1 h-index

    1 publications

    15 citations

  4. Durham Technical Community College

    Durham, United States

    1 h-index

    3 publications

    177 citations

  5. Foundation for Research and Technology Hellas

    Heraklion, Greece

    1 h-index

    1 publications

    12 citations

  6. Clemson University

    Clemson, United States

    1 h-index

    1 publications

    26 citations

  7. Universitat de Barcelona

    Barcelona, Spain

    1 h-index

    1 publications

    144 citations

  8. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    1 h-index

    3 publications

    423 citations

1–8 of 25

Venues

  1. Journal of Computational Physics

    2 publications · 53 citations

    2

    h-index

  2. Soft Matter

    1 publications · 26 citations

    1

    h-index

  3. The Journal of Chemical Physics

    1 publications · 87 citations

    1

    h-index

  4. Physical Review E

    PRE · 1 publications · 144 citations

    1

    h-index

  5. Macromolecules

    1 publications · 24 citations

    1

    h-index

1–5