Works (16)

2013 journal article

Assimilating irregularly spaced sparsely observed turbulent signals with hierarchical Bayesian reduced stochastic filters

Journal of Computational Physics, 235, 143–160.

By: K. Brown & J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Optimal filtering of complex turbulent systems with memory depth through consistency constraints

Journal of Computational Physics, 237, 320–343.

By: E. Bakunova & J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Physics constrained nonlinear regression models for time series

Nonlinearity, 26(1), 201–217.

By: A. Majda & J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Regression models with memory for the linear response of turbulent dynamical systems

Communications in Mathematical Sciences, 11(2), 481–498.

By: E. Kang, J. Harlim & A. Majda

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Test models for filtering and prediction of moisture-coupled tropical waves

Quarterly Journal of the Royal Meteorological Society, 139(670), 119–136.

By: J. Harlim & A. Majda

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Test models for filtering with superparameterization

Multiscale Modeling & Simulation, 11(1), 282–308.

By: J. Harlim & A. Majda

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

The role of additive and multiplicative noise in filtering complex dynamical systems

By: G. Gottwald & J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2012 book

Filtering complex turbulent systems

By: A. Majda & J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

Filtering nonlinear spatio-temporal chaos with autoregressive linear stochastic models

Physica. D, Nonlinear Phenomena, 241(12), 1099–1113.

By: E. Kang & J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

Filtering partially observed multiscale systems with heterogeneous multiscale methods-based reduced climate models

Monthly Weather Review, 140(3), 860–873.

By: E. Kang & J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Interpolating irregularly spaced observations for filtering turbulent complex systems

SIAM Journal on Scientific Computing, 33(5), 2620–2640.

By: J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Numerical strategies for filtering partially observed stiff stochastic differential equations

Journal of Computational Physics, 230(3), 744–762.

By: J. Harlim

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Filtering turbulent sparsely observed geophysical flows

Monthly Weather Review, 138(4), 1050–1083.

By: J. Harlim & A. Majda

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Improving filtering and prediction of spatially extended turbulent systems with model errors through stochastic parameter estimation

Journal of Computational Physics, 229(1), 32–57.

By: B. Gershgorin, J. Harlim & A. Majda

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Mathematical strategies for filtering turbulent dynamical systems

Discrete and Continuous Dynamical Systems, 27(2), 441–486.

By: A. Majda, J. Harlim & B. Gershgorin

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Test models for improving filtering with model errors through stochastic parameter estimation

Journal of Computational Physics, 229(1), 1–31.

By: B. Gershgorin, J. Harlim & A. Majda

Source: NC State University Libraries
Added: August 6, 2018