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John Harlim, Ph.D.

Affiliations: 
2006 University of Maryland, College Park, College Park, MD 
Area:
Mathematics, Atmospheric Science Physics
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Brian R. Hunt grad student 2006 University of Maryland
 (Errors in the initial conditions for numerical weather prediction: A study of error growth patterns and error reduction with ensemble filtering.)

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Publications

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Jiang SW, Harlim J. (2020) Modeling of missing dynamical systems: deriving parametric models using a nonparametric framework Research in the Mathematical Sciences. 7: 16
Zhang H, Li X, Harlim J. (2019) A parameter estimation method using linear response statistics: Numerical scheme. Chaos (Woodbury, N.Y.). 29: 033101
Jiang SW, Harlim J. (2019) Parameter Estimation with Data-Driven Nonparametric Likelihood Functions Entropy. 21: 559
Gilani F, Harlim J. (2019) Approximating solutions of linear elliptic PDE's on a smooth manifold using local kernel Journal of Computational Physics. 395: 563-582
Hao W, Harlim J. (2018) An equation-by-equation method for solving the multidimensional moment constrained maximum entropy problem Arxiv: Numerical Analysis. 13: 189-214
De La Chevrotière M, Harlim J. (2018) Data-Driven Localization Mappings in Filtering the Monsoon–Hadley Multicloud Convective Flows Monthly Weather Review. 146: 1197-1218
Berry T, Harlim J. (2018) Iterated diffusion maps for feature identification Applied and Computational Harmonic Analysis. 45: 84-119
Berry T, Harlim J. (2017) Correcting Biased Observation Model Error in Data Assimilation Monthly Weather Review. 145: 2833-2853
De La Chevrotière M, Harlim J. (2017) A Data-Driven Method for Improving the Correlation Estimation in Serial Ensemble Kalman Filters Monthly Weather Review. 145: 985-1001
Harlim J, Li X, Zhang H. (2017) A Parameter Estimation Method Using Linear Response Statistics Journal of Statistical Physics. 168: 146-170
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