Concepedia

Bayesian Spectral Deconvolution

Bayesian Spectral Deconvolution is a spectral deconvolution method that employs Bayesian inference to estimate the underlying spectral components by incorporating prior knowledge and probabilistic modeling of noise and parameter uncertainty.

11

Publications

638

Citations

35

Authors

22

Institutions

Publications per year

2017–2026

3

Parents

Publications

11

Bayesian deconvolution and quantification of metabolites in complex 1D NMR spectra using BATMAN

Jie Hao, Manuel Liebeke, William J. Astle et al. · Nature Protocols · 2014 · 196 citations

, , +16

MetaUniDec: High-Throughput Deconvolution of Native Mass Spectra

Deseree Reid, Jessica M. Diesing, Matthew A. Miller et al. · Journal of the American Society for Mass Spectrometry · 2018 · 128 citations

, , +13

Bayesian spectral deconvolution with the exchange Monte Carlo method

Kenji Nagata, Seiji Sugita, Masato Okada · Neural Networks · 2011 · 125 citations

, , +13

Simultaneous Estimation of Noise Variance and Number of Peaks in Bayesian Spectral Deconvolution

Journal of the Physical Society of Japan · 2016 · 51 citations · Full text

, , +16

Bayesian inference of nonpositive spectral functions in quantum field theory

Alexander Rothkopf · Physical review. D/Physical review. D. · 2017 · 33 citations · Full text

, , +14

1–5 of 11

Authors

35

  1. JA
    Jessica A. Wales

    University of Arizona, United States

    1 publications · 128 citations

    1

    h-index

  2. ML
    Manuel Liebeke

    Universität Greifswald, Germany

    1 publications · 196 citations

    1

    h-index

  3. CL
    Claire L. Waterman

    Syngenta (United Kingdom), United Kingdom

    1 publications · 26 citations

    1

    h-index

  4. SM
    S. Marquardt

    Goethe University Frankfurt, Germany

    1 publications · 24 citations

    1

    h-index

  5. WM
    W.R. Montfort

    University of Arizona, United States

    1 publications · 128 citations

    1

    h-index

1–5 of 35

Institutions

22

  1. The University of Tokyo

    Tokyo, Japan

    3 h-index

    9 publications

    573 citations

  2. Institut de Recherche en Astrophysique et Planétologie

    Toulouse, France

    2 h-index

    2 publications

    21 citations

  3. Universidad de La Laguna

    San Cristóbal de La Laguna, Spain

    2 h-index

    2 publications

    21 citations

  4. National Institute for Materials Science

    Tsukuba, Japan

    2 h-index

    3 publications

    99 citations

  5. Université Toulouse III - Paul Sabatier

    Toulouse, France

    2 h-index

    2 publications

    21 citations

  6. Japan Science and Technology Agency

    Tokyo, Japan

    2 h-index

    2 publications

    75 citations

  7. RIKEN Center for Brain Science

    Wako, Japan

    2 h-index

    2 publications

    176 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    2 publications

    21 citations

1–8 of 22

Venues

  1. Journal of the Physical Society of Japan

    2 publications · 75 citations

    2

    h-index

  2. Physical review. D/Physical review. D.

    PRD · 1 publications · 33 citations

    1

    h-index

  3. Neural Networks

    1 publications · 125 citations

    1

    h-index

  4. Journal of the American Society for Mass Spectrometry

    JASMS · 1 publications · 128 citations

    1

    h-index

  5. Physical review. B, Condensed matter

    PRB · 1 publications · 24 citations

    1

    h-index

1–5