1

Correcting biased observation model error in data assimilation

Berry, Tyrus, Harlim, John
Journal:
Monthly Weather Review
Year:
2017
Language:
english
File:
PDF, 3.70 MB
english, 2017
3

A non-Gaussian Ensemble Filter for Assimilating Infrequent Noisy Observations

JOHN HARLIM, BRIAN R. HUNT
Journal:
Tellus A
Year:
2007
Language:
english
File:
PDF, 918 KB
english, 2007
5

Parametric reduced models for the nonlinear Schrödinger equation

Harlim, John, Li, Xiantao
Journal:
Physical Review E
Year:
2015
Language:
english
File:
PDF, 679 KB
english, 2015
6

Data-Driven Computational Methods (Parameter and Operator Estimations) || Karhunen–Loève Expansion

Harlim, John
Year:
2018
Language:
english
File:
PDF, 801 KB
english, 2018
11

Filtering Complex Turbulent Systems ||

Majda, Andrew J., Harlim, John
Year:
2012
Language:
english
File:
PDF, 342 KB
english, 2012
15

Test Models for Filtering with Superparameterization

Harlim, John, Majda, Andrew J.
Journal:
Multiscale Modeling and Simulation
Year:
2013
Language:
english
File:
PDF, 977 KB
english, 2013
19

Adaptive error covariances estimation methods for ensemble Kalman filters

Zhen, Yicun, Harlim, John
Journal:
Journal of Computational Physics
Year:
2015
Language:
english
File:
PDF, 924 KB
english, 2015
20

Variable bandwidth diffusion kernels

Berry, Tyrus, Harlim, John
Journal:
Applied and Computational Harmonic Analysis
Year:
2015
Language:
english
File:
PDF, 2.38 MB
english, 2015
21

Physics constrained nonlinear regression models for time series

Majda, Andrew J, Harlim, John
Journal:
Nonlinearity
Year:
2013
Language:
english
File:
PDF, 1.06 MB
english, 2013
23

Nonparametric forecasting of low-dimensional dynamical systems

Berry, Tyrus, Giannakis, Dimitrios, Harlim, John
Journal:
Physical Review E
Year:
2015
Language:
english
File:
PDF, 4.94 MB
english, 2015
24

Filtering Turbulent Sparsely Observed Geophysical Flows

Harlim, John, Majda, Andrew J.
Journal:
Monthly Weather Review
Year:
2010
Language:
english
File:
PDF, 3.27 MB
english, 2010
29

Iterated diffusion maps for feature identification

Berry, Tyrus, Harlim, John
Journal:
Applied and Computational Harmonic Analysis
Year:
2016
Language:
english
File:
PDF, 5.97 MB
english, 2016
31

A Parameter Estimation Method Using Linear Response Statistics

John Harlim,Xiantao Li,He Zhang
Journal:
Journal of Statistical Physics
Year:
2017
Language:
english
File:
PDF, 1.15 MB
english, 2017
32

Diffusion Forecasting Model with Basis Functions from QR-Decomposition

Harlim, John, Yang, Haizhao
Journal:
Journal of Nonlinear Science
Year:
2017
Language:
english
File:
PDF, 1.92 MB
english, 2017
34

Data-Driven Computational Methods (Parameter and Operator Estimations) || References

Harlim, John
Year:
2018
Language:
english
File:
PDF, 79 KB
english, 2018
35

Data-Driven Computational Methods (Parameter and Operator Estimations) || Stochastic Spectral Methods

Harlim, John
Year:
2018
Language:
english
File:
PDF, 730 KB
english, 2018
36

Data-Driven Computational Methods (Parameter and Operator Estimations) || Ensemble Kalman Filters

Harlim, John
Year:
2018
Language:
english
File:
PDF, 762 KB
english, 2018
37

Data-Driven Computational Methods (Parameter and Operator Estimations) || Index

Harlim, John
Year:
2018
Language:
english
File:
PDF, 35 KB
english, 2018
38

Data-Driven Computational Methods (Parameter and Operator Estimations) || Elementary Probability Theory

Harlim, John
Year:
2018
Language:
english
File:
PDF, 120 KB
english, 2018
40

Data-Driven Computational Methods (Parameter and Operator Estimations) || Diffusion Forecast

Harlim, John
Year:
2018
Language:
english
File:
PDF, 989 KB
english, 2018
41

Data-Driven Computational Methods (Parameter and Operator Estimations) || Markov-Chain Monte Carlo

Harlim, John
Year:
2018
Language:
english
File:
PDF, 522 KB
english, 2018
42

Data-Driven Computational Methods (Parameter and Operator Estimations) || Introduction

Harlim, John
Year:
2018
Language:
english
File:
PDF, 1.28 MB
english, 2018
43

Data-Driven Computational Methods (Parameter and Operator Estimations) || Stochastic Processes

Harlim, John
Year:
2018
Language:
english
File:
PDF, 141 KB
english, 2018
44

Data-Driven Computational Methods (Parameter and Operator Estimations) || Preface

Harlim, John
Year:
2018
Language:
english
File:
PDF, 39 KB
english, 2018
47

Parameter Estimation with Data-Driven Nonparametric Likelihood Functions

Jiang, Shixiao W., Harlim, John
Journal:
Entropy
Year:
2019
Language:
english
File:
PDF, 1.63 MB
english, 2019