Couvreux, Fleur

Process‐Based Climate Model Development Harnessing Machine Learning: I. A Calibration Tool for Parameterization Improvement

Couvreux, F., Hourdin, F., Williamson, D., Roehrig, R., Volodina, V., Villefranque, N., Rio, C., Audouin, O., Salter, J., Bazile, E., et al. (2021) · Journal of Advances in Modeling Earth Systems

Meteorological Phenomena and SimulationsClimate variability and models

Cited by 121

Are general circulation models obsolete?

Balaji, V., Couvreux, F., Deshayes, J., Gautrais, J., Hourdin, F., & Rio, C. (2022) · Proceedings of the National Academy of Sciences

Climate variability and modelsMeteorological Phenomena and Simulations

Cited by 84

Process‐Based Climate Model Development Harnessing Machine Learning: II. Model Calibration From Single Column to Global

Hourdin, F., Williamson, D., Rio, C., Couvreux, F., Roehrig, R., Villefranque, N., Musat, I., Fairhead, L., Diallo, F. B., & Volodina, V. (2021) · Journal of Advances in Modeling Earth Systems

Meteorological Phenomena and SimulationsClimate variability and models

Cited by 83