Aires, F., M. Schmitt, A. Chédin, and N. A. Scott, 1999: The “weight smoothing” regularization of MLP for Jacobian stabilization. IEEE Trans. Neural Networks, 10 , 1502–1510.

Aires, F., M. Schmitt, A. Chédin, and N. A. Scott, 1999: The “weight smoothing” regularization of MLP for Jacobian stabilization. IEEE Trans. Neural Networks, 10, 1502–1510.)| false
• Search Google Scholar
• Export Citation

Chéruy, F., F. Chevallier, J-J. Morcrette, N. A. Scott, and A. Chédin, 1996: Une méthode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre. C. R. Acad. Sci. Paris, 322 , 665–672.

Chéruy, F., F. Chevallier, J-J. Morcrette, N. A. Scott, and A. Chédin, 1996: Une méthode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre. C. R. Acad. Sci. Paris, 322, 665–672.)| false
• Search Google Scholar
• Export Citation

Chevallier, F., 1994: Une nouvelle approche, par réseau de neurones, de la modélisation du transfert radiatif à des fins climatiques. Rep. from DEA “Méthodes Physiques en Télédétection,” University of Paris, 45 pp.

Chevallier, F., and J-F. Mahfouf, 2001: Evaluation of the Jacobians of infrared radiation models for variational data assimilation. J. Appl. Meteor., 40 , 1445–1461.

Chevallier, F., and J-F. Mahfouf, 2001: Evaluation of the Jacobians of infrared radiation models for variational data assimilation. J. Appl. Meteor., 40, 1445–1461.)| false
• Search Google Scholar
• Export Citation

Chevallier, F., F. Chéruy, N. A. Scott, and A. Chédin, 1998: A neural network approach for a fast and accurate computation of longwave radiative budget. J. Appl. Meteor., 37 , 1385–1397.

Chevallier, F., F. Chéruy, N. A. Scott, and A. Chédin, 1998: A neural network approach for a fast and accurate computation of longwave radiative budget. J. Appl. Meteor., 37, 1385–1397.)| false
• Search Google Scholar
• Export Citation

Chevallier, F., A. Chédin, F. Chéruy, and J-J. Morcrette, 2000a: TIGR-like atmospheric situation databases for accurate radiative flux computation. Quart. J. Roy. Meteor. Soc., 126 , 777–785.

Chevallier, F., A. Chédin, F. Chéruy, and J-J. Morcrette, 2000a: TIGR-like atmospheric situation databases for accurate radiative flux computation. Quart. J. Roy. Meteor. Soc., 126, 777–785.)| false
• Search Google Scholar
• Export Citation

Chevallier, F., J-J. Morcrette, F. Chéruy, and N. A. Scott, 2000b: Use of a neural network-based longwave radiative transfer scheme in the ECMWF atmospheric model. Quart. J. Roy. Meteor. Soc., 126 , 761–776.

Chevallier, F., J-J. Morcrette, F. Chéruy, and N. A. Scott, 2000b: Use of a neural network-based longwave radiative transfer scheme in the ECMWF atmospheric model. Quart. J. Roy. Meteor. Soc., 126, 761–776.)| false
• Search Google Scholar
• Export Citation

Cybenko, G., 1989: Approximation by superpositions of a sigmoidal function. Math. Control Signals Syst., 2 , 303–314.

Cybenko, G., 1989: Approximation by superpositions of a sigmoidal function. Math. Control Signals Syst., 2, 303–314.)| false
• Search Google Scholar
• Export Citation

Janisková, M., J-F. Mahfouf, J-J. Morcrette, and F. Chevallier, 2002: Linearized radiation and cloud schemes in the ECMWF model: Development and evaluation. Quart. J. Roy. Meteor. Soc., 128 , 1505–1528.

Janisková, M., J-F. Mahfouf, J-J. Morcrette, and F. Chevallier, 2002: Linearized radiation and cloud schemes in the ECMWF model: Development and evaluation. Quart. J. Roy. Meteor. Soc., 128, 1505–1528.)| false
• Search Google Scholar
• Export Citation

Krasnopolsky, V. M., D. V. Chalikov, and H. L. Tolman, 2002: A neural network technique to improve computational efficiency of numerical oceanic models. Ocean Modell., 4 , 363–383.

Krasnopolsky, V. M., D. V. Chalikov, and H. L. Tolman, 2002: A neural network technique to improve computational efficiency of numerical oceanic models. Ocean Modell., 4, 363–383.)| false
• Search Google Scholar
• Export Citation

Krasnopolsky, V. M., M. S. Fox-Rabinovitz, and D. V. Chalikov, 2005: New approach to calculation of atmospheric model physics: Accurate and fast neural network emulation of long wave radiation in a climate model. Mon. Wea. Rev., 133 , 1370–1383.

Krasnopolsky, V. M., M. S. Fox-Rabinovitz, and D. V. Chalikov, 2005: New approach to calculation of atmospheric model physics: Accurate and fast neural network emulation of long wave radiation in a climate model. Mon. Wea. Rev., 133, 1370–1383.)| false
• Search Google Scholar
• Export Citation

Morcrette, J. J., 1991: Radiation and cloud radiative properties in the European Center for Medium Range Weather Forecasts forecasting system. J. Geophys. Res., 96 , D5,. 9121–9132.

Morcrette, J. J., 1991: Radiation and cloud radiative properties in the European Center for Medium Range Weather Forecasts forecasting system. J. Geophys. Res., 96, D5,. 9121–9132.)| false
• Search Google Scholar
• Export Citation

Stainforth, D. A., and Coauthors, 2005: Uncertainty in predictions of the climate response to rising levels of greenhouse gases. Nature, 433 , 403–406.

Stainforth, D. A., and Coauthors, 2005: Uncertainty in predictions of the climate response to rising levels of greenhouse gases. Nature, 433, 403–406.)| false
• Search Google Scholar
• Export Citation

Washington, W. M., and D. L. Williamson, 1977: A description of the NCAR GCM’s in general circulation models of the atmosphere. General Circulation Models of the Atmosphere, Vol. 17, Methods in Computational Physics, J. Chang, Ed., Academic Press, 111–172.

Washington, W. M., and D. L. Williamson, 1977: A description of the NCAR GCM’s in general circulation models of the atmosphere. General Circulation Models of the Atmosphere, Vol. 17, Methods in Computational Physics, J. Chang, Ed., Academic Press, 111–172.)| false
• Search Google Scholar
• Export Citation