Works (16)
Updated: July 5th, 2023 15:49
2013 journal article
Assimilating irregularly spaced sparsely observed turbulent signals with hierarchical Bayesian reduced stochastic filters
JOURNAL OF COMPUTATIONAL PHYSICS, 235, 143–160.
author keywords: Hierarchical Bayesian reduced stochastic filter; Mean Stochastic Model; Data assimilation; Filtering interpolated data
Source: Web Of Science
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.
author keywords: AR(p)-filter; Optimal multistep filter; Data assimilation; Model error
Source: Web Of Science
Added: August 6, 2018
2013 journal article
Physics constrained nonlinear regression models for time series
NONLINEARITY, 26(1), 201–217.
Source: Web Of Science
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.
www.intlpress.com (publisher PDF)
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.
author keywords: superparameterization; Kalman filter; no scale separation; data assimilation
Source: Web Of Science
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.
author keywords: tropical data assimilation; reduced stochastic filters; multicloud models; Madden-Julian Oscillation
Source: Web Of Science
Added: August 6, 2018
2013 journal article
The role of additive and multiplicative noise in filtering complex dynamical systems
co-author countries:
Australia 🇦🇺
author keywords: data assimilation; covariance inflation; stochastic parametrization; additive noise; multiplicative noise; model error
Source: Web Of Science
Added: August 6, 2018
2012 book
Filtering Complex Turbulent Systems
In FILTERING COMPLEX TURBULENT SYSTEMS (pp. 1–357).
Source: Web Of Science
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.
Source: Web Of Science
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.
author keywords: AR(p) filter; Autoregressive models; Kalman filter; Lorenz 96 (L-96) model; Non-Markovian linear stochastic model; Ornstein-Uhlenbeck process
Source: Web Of Science
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.
author keywords: interpolations; irregularly spaced observation; Kalman filter; data assimilation
Source: Web Of Science
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.
author keywords: Filtering multiscale systems; Data assimilation; Stiff SDE; Heterogeneous Multiscale Methods; Inverse problems
Source: Web Of Science
Added: August 6, 2018
2010 journal article
Filtering Turbulent Sparsely Observed Geophysical Flows
MONTHLY WEATHER REVIEW, 138(4), 1050–1083.
Source: Web Of Science
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.
author keywords: Stochastic parameter estimation; Kalman filter; Filtering turbulence; Data assimilation; Model error; Predictability
Source: Web Of Science
Added: August 6, 2018
2010 journal article
MATHEMATICAL STRATEGIES FOR FILTERING TURBULENT DYNAMICAL SYSTEMS
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS, 27(2), 441–486.
author keywords: stochastic parameter estimation; Kalman filter; filtering turbulent systems; data assimilation; model error
Source: Web Of Science
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.
author keywords: Stochastic parameter estimation; Kalman filter; Filtering turbulence; Data assimilation; Model error
Source: Web Of Science
Added: August 6, 2018
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