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Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction

Neural networks, 2006-03, Vol.19 (2), p.122-134

2006

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Decadal Climate Simulations Using Accurate and Fast Neural Network Emulation of Full, Longwave and Shortwave, Radiation

Monthly weather review, 2008-10, Vol.136 (10), p.3683-3695

2008

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Regional stretched grid generation and its application to the NCAR RegCM

Journal of Geophysical Research, 1999-03, Vol.104 (D6), p.6501-6513

1999

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New approach to calculation of atmospheric model physics : Accurate and fast neural network emulation of longwave radiation in a climate model

Monthly weather review, 2005-05, Vol.133 (5), p.1370-1383

2005

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A variable-resolution stretched-grid general circulation model and data assimilation system with multiple areas of interest: Studying the anomalous regional climate events of 1998

Journal of Geophysical Research - Atmospheres, 2002-12, Vol.107 (D24), p.ACL 12-1-ACL 12-25

2002

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Simulation of anomalous regional climate events with a variable-resolution stretched-grid GCM

Journal of Geophysical Research, Washington, DC, 2000-12, Vol.105 (D24), p.29635-29645

Fox‐Rabinovitz, Michael S.

2000

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Neural network approach for robust and fast calculation of physical processes in numerical environmental models: Compound parameterization with a quality control of larger errors

Neural networks, 2008-03, Vol.21 (2-3), p.535-543

2008

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Using Ensemble of Neural Networks to Learn Stochastic Convection Parameterizations for Climate and Numerical Weather Prediction Models from Data Simulated by a Cloud Resolving Model

Advances in artificial neural systems, 2013-01, Vol.2013 (2013), p.1-13

2013

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A new synergetic paradigm in environmental numerical modeling: Hybrid models combining deterministic and machine learning components

Ecological modelling, 2006-01, Vol.191 (1), p.5-18

2006

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Multiscale Diagnosis of the North American Monsoon System Using a Variable-Resolution GCM

Journal of climate, 2003-06, Vol.16 (12), p.1929-1947

2003

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A variable-resolution stretched-grid general circulation model : Regional climate simulation

Monthly weather review, 2001-03, Vol.129 (3), p.453-469

2001

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A multiyear ensemble simulation of the U.S. climate with a stretched-grid GCM

Monthly weather review, 2005-09, Vol.133 (9), p.2505-2525

2005

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A finite-difference GCM dynamical core with a variable-resolution stretched grid

Monthly weather review, 1997-11, Vol.125 (11), p.2943-2968

1997

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A Uniform- and Variable-Resolution Stretched-Grid GCM Dynamical Core with Realistic Orography

Monthly weather review, 2000-06, Vol.128 (6), p.1883-1898

2000

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Computational dispersion properties of 3D staggered grids for a nonhydrostatic anelastic system

Monthly weather review, 1996-03, Vol.124 (3), p.498-510

FOX-RABINOVITZ, M. S

1996

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Diabatic dynamic initialization with an iterative time integration scheme as a filter

Monthly weather review, 1996-07, Vol.124 (7), p.1544-1557

FOX-RABINOVITZ, M. S

1996

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Computational dispersion properties of vertically staggered grids for atmospheric models

Monthly weather review, 1994-02, Vol.122 (2), p.377-392

FOX-RABINOVITZ, M. S

1994

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Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations

The 2010 International Joint Conference on Neural Networks (IJCNN), 2010, p.1-8

2010

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Computational dispersion properties of horizontal staggered grids for atmospheric and ocean models

Monthly weather review, 1991-07, Vol.119 (7), p.1624-1639

Fox-Rabinovitz, Michael S.

1991

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The impact of diabatic initialization on stratospheric analyses, forecasts, and transport experiments

Quarterly journal of the Royal Meteorological Society, 1998, Vol.124 (545), p.297-315

1998

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Diabatic dynamic initialization

Monthly weather review, 1993-02, Vol.121 (2), p.549-564

1993

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Numerical experiments on consistent horizontal and vertical resolution for atmospheric models and observing systems

Monthly weather review, 1993-01, Vol.121 (1), p.264-271

1993

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Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction: Earth sciences and environmental applications of computational intelligence

Neural networks, 2006, Vol.19 (2), p.122-134

2006

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Using neural network emulations of model physics in numerical model ensembles

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence), 2008, Vol.10, p.1523-1530

2008

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Simulation of anomalous regional climate events with a variable-resolution stretched-grid GCM

Journal of Geophysical Research, 2000-12, Vol.105 (D24), p.29

Fox-Rabinovitz, Michael S

2000

Volltextzugriff (PDF)

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Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction

Decadal Climate Simulations Using Accurate and Fast Neural Network Emulation of Full, Longwave and Shortwave, Radiation

Regional stretched grid generation and its application to the NCAR RegCM

New approach to calculation of atmospheric model physics : Accurate and fast neural network emulation of longwave radiation in a climate model

A variable-resolution stretched-grid general circulation model and data assimilation system with multiple areas of interest: Studying the anomalous regional climate events of 1998

Simulation of anomalous regional climate events with a variable-resolution stretched-grid GCM

Neural network approach for robust and fast calculation of physical processes in numerical environmental models: Compound parameterization with a quality control of larger errors

Using Ensemble of Neural Networks to Learn Stochastic Convection Parameterizations for Climate and Numerical Weather Prediction Models from Data Simulated by a Cloud Resolving Model

A new synergetic paradigm in environmental numerical modeling: Hybrid models combining deterministic and machine learning components

Multiscale Diagnosis of the North American Monsoon System Using a Variable-Resolution GCM

A variable-resolution stretched-grid general circulation model : Regional climate simulation

A multiyear ensemble simulation of the U.S. climate with a stretched-grid GCM

A finite-difference GCM dynamical core with a variable-resolution stretched grid

A Uniform- and Variable-Resolution Stretched-Grid GCM Dynamical Core with Realistic Orography

Computational dispersion properties of 3D staggered grids for a nonhydrostatic anelastic system

Diabatic dynamic initialization with an iterative time integration scheme as a filter

Computational dispersion properties of vertically staggered grids for atmospheric models

Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations

Computational dispersion properties of horizontal staggered grids for atmospheric and ocean models

The impact of diabatic initialization on stratospheric analyses, forecasts, and transport experiments

Diabatic dynamic initialization

Numerical experiments on consistent horizontal and vertical resolution for atmospheric models and observing systems

Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction: Earth sciences and environmental applications of computational intelligence

Using neural network emulations of model physics in numerical model ensembles

Simulation of anomalous regional climate events with a variable-resolution stretched-grid GCM

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