Concepedia

Property Estimation

Property Estimation is a computational methodology within computational thermodynamics that determines the values of thermodynamic or physical properties of materials or systems from theoretical models, empirical data, or a combination thereof, by applying mathematical and statistical techniques to predict behavior under specified conditions.

1.3K

Publications

84.1K

Citations

4.5K

Authors

1.4K

Institutions

Publications per year

2017–2026

814

Variants

Property Prediction

Parents

Children

Publications

1.3K

First-principles computation of material properties: the ABINIT software project

Xavier Gonze, J.-M. Beuken, Razvan Caracas et al. · Computational Materials Science · 2002 · 3.1K citations

, , +16

On Approximating the Statistical Properties of Elasticities

Itzhak Krinsky, A. Leslie Robb · The Review of Economics and Statistics · 1986 · 2.4K citations

, , +6

ESTIMATION OF PURE-COMPONENT PROPERTIES FROM GROUP-CONTRIBUTIONS

Kevin G. Joback, Robert C. Reid · Chemical Engineering Communications · 1987 · 2K citations

, , +14

Machine learning in materials informatics: recent applications and prospects

Rampi Ramprasad, Rohit Batra, Ghanshyam Pilania et al. · npj Computational Materials · 2017 · 1.8K citations · Full text

, , +17

A general-purpose machine learning framework for predicting properties of inorganic materials

Logan Ward, Ankit Agrawal, Alok Choudhary et al. · npj Computational Materials · 2016 · 1.7K citations · Full text

, , +16

1–5 of 1.3K

Authors

4.5K

  1. AH
    Amir H. Mohammadi

    University of KwaZulu-Natal, South Africa

    12 publications · 618 citations

    12

    h-index

  2. MS
    Matthias Scheffler

    Fritz Haber Institute of the Max Planck Society, Germany

    10 publications · 1.6K citations

    10

    h-index

  3. TL
    Turab Lookman

    Los Alamos National Laboratory, United States

    10 publications · 1.8K citations

    10

    h-index

  4. RG
    Rafiqul Gani

    Technical University of Denmark, Denmark

    9 publications · 3.2K citations

    9

    h-index

  5. LM
    Luca M. Ghiringhelli

    Fritz Haber Institute of the Max Planck Society, Germany

    9 publications · 1.6K citations

    9

    h-index

1–5 of 4.5K

Institutions

1.4K

  1. Centre National de la Recherche Scientifique

    Paris, France

    21 h-index

    89 publications

    3.8K citations

  2. National Institute of Standards and Technology

    Gaithersburg, United States

    17 h-index

    59 publications

    3.1K citations

  3. University of Science and Technology Beijing

    Beijing, China

    16 h-index

    73 publications

    3.9K citations

  4. Xi'an Jiaotong University

    Xi'an, China

    16 h-index

    58 publications

    4.1K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    16 h-index

    55 publications

    7K citations

  6. Petroleum University of Technology

    Tehran, Iran

    15 h-index

    34 publications

    1.8K citations

  7. Amirkabir University of Technology

    Tehran, Iran

    15 h-index

    26 publications

    1.3K citations

  8. University of KwaZulu-Natal

    Durban, South Africa

    14 h-index

    29 publications

    3.5K citations

1–8 of 1.4K

Venues

  1. npj Computational Materials

    33 publications · 7.5K citations

    28

    h-index

  2. Fuel

    24 publications · 1.2K citations

    22

    h-index

  3. Industrial & Engineering Chemistry Research

    26 publications · 1.2K citations

    21

    h-index

  4. Fluid Phase Equilibria

    32 publications · 3.6K citations

    21

    h-index

  5. Scientific Reports

    20 publications · 2.3K citations

    17

    h-index

1–5