John Harlim, PhD

    • 844 Citations
    • 18 h-Index
    20052019
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    Filtering Mathematics
    dynamical systems Physics & Astronomy
    Kalman filters Engineering & Materials Science
    forecasting Physics & Astronomy
    filters Physics & Astronomy
    Dynamical system Mathematics
    Model Error Mathematics
    Linear Response Mathematics

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    Research Output 2005 2019

    • 844 Citations
    • 18 h-Index
    • 46 Article
    • 1 Book
    • 1 Chapter
    • 1 Conference contribution
    1 Citation (Scopus)

    A parameter estimation method using linear response statistics: Numerical scheme

    Zhang, H., Li, X. & Harlim, J., Mar 1 2019, In : Chaos. 29, 3, 033101.

    Research output: Contribution to journalArticle

    Linear Response
    Parameter estimation
    Numerical Scheme
    Parameter Estimation
    Least Squares Problem

    Approximating solutions of linear elliptic PDE's on a smooth manifold using local kernel

    Gilani, F. & Harlim, J., Oct 15 2019, In : Journal of Computational Physics. 395, p. 563-582 20 p.

    Research output: Contribution to journalArticle

    Elliptic PDE
    pulse detonation engines
    Smooth Manifold
    Mathematical operators
    Numerical methods

    Parameter estimation with data-driven nonparametric likelihood functions

    Jiang, S. & Harlim, J., Jun 1 2019, In : Entropy. 21, 6, 559.

    Research output: Contribution to journalArticle

    Open Access
    expansion
    evaluation
    estimates
    embedding
    chaos
    2 Citations (Scopus)
    Maximum Entropy
    Entropy
    Moment
    Explicit Solution
    Newton Methods

    Data-driven localization mappings in filtering the monsoon-Hadley multicloud convective flows

    La Chevrotière, M. D. & Harlim, J., Apr 1 2018, In : Monthly Weather Review. 146, 4, p. 1197-1218 22 p.

    Research output: Contribution to journalArticle

    monsoon
    Kalman filter
    brightness temperature
    simulation
    radiative transfer