Concepedia

Experimental Data Assimilation

Experimental Data Assimilation is a computational framework in inverse problems in mechanics that integrates experimental measurements with numerical models to optimally estimate system states or parameters by minimizing discrepancies between observed data and model predictions.

41

Publications

1.3K

Citations

177

Authors

86

Institutions

Publications per year

2017–2026

7

Parents

Publications

41

Application of Crop Model Data Assimilation With a Particle Filter for Estimating Regional Winter Wheat Yields

Zhiwei Jiang, Zhongxin Chen, Jin Chen et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 92 citations · Full text

, , +16

Source function estimate by means of variational data assimilation applied to the ETEX-I tracer experiment

Lennart Robertson, Joakim Langner · Atmospheric Environment · 1998 · 66 citations

, , +8

Data Assimilation of GPS Precipitable Water Vapor into the JMA Mesoscale Numerical Weather Prediction Model and its Impact on Rainfall Forecasts

Hajime Nakamura, Ko Koizumi, Nobutaka MANNOJI · Journal of the Meteorological Society of Japan Ser II · 2004 · 65 citations · Full text

, , +17

Best-Estimate Model Calibration and Prediction through Experimental Data Assimilation—I: Mathematical Framework

Dan Gabriel Cacuci, Mihaela Ionescu‐Bujor · Nuclear Science and Engineering · 2010 · 63 citations

, , +17

Convex Formulations of Data Assimilation Problems for a Class of Hamilton–Jacobi Equations

Christian Claudel, Alexandre M. Bayen · SIAM Journal on Control and Optimization · 2011 · 63 citations

, , +15

1–5 of 41

Authors

177

  1. AM
    Alexandre M. Bayen

    University of California, Berkeley, United States

    3 publications · 104 citations

    3

    h-index

  2. IS
    Issam S. Strub

    University of California, Berkeley, United States

    2 publications · 41 citations

    2

    h-index

  3. DG
    Dan Gabriel Cacuci

    University of South Carolina, United States

    2 publications · 95 citations

    2

    h-index

  4. MK
    Masaru Kunii

    Meteorological Research Institute

    2 publications · 52 citations

    2

    h-index

  5. KS
    Kazuo Saito

    Meteorological Research Institute

    2 publications · 52 citations

    2

    h-index

1–5 of 177

Institutions

86

  1. Meteorological Research Institute

    Tsukuba, Japan

    4 h-index

    11 publications

    246 citations

  2. Japan Meteorological Agency

    Tokyo, Japan

    3 h-index

    9 publications

    307 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    13 publications

    242 citations

  4. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    2 publications

    36 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    5 publications

    231 citations

  6. Planetary Science Institute

    Tucson, United States

    2 h-index

    5 publications

    215 citations

  7. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    2 h-index

    3 publications

    158 citations

  8. University of California, Berkeley

    Berkeley, United States

    2 h-index

    8 publications

    164 citations

1–8 of 86

Venues

  1. Monthly Weather Review

    5 publications · 131 citations

    5

    h-index

  2. Journal of Geophysical Research Atmospheres

    JGR · 4 publications · 151 citations

    4

    h-index

  3. 4

    h-index

  4. 2

    h-index

  5. Tellus A Dynamic Meteorology and Oceanography

    2 publications · 34 citations

    2

    h-index

1–5