Najda Villefranque

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

Fleur Couvreux, F. Hourdin, Daniel Williamson et al. · Journal of Advances in Modeling Earth Systems · 2020 · 103 citations · Full text

Parameterization Improvement, Engineering, Machine Learning +21

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

F. Hourdin, Daniel Williamson, Catherine Rio et al. · Journal of Advances in Modeling Earth Systems · 2020 · 68 citations · Full text

Engineering, Climate Modeling, Global Metrics +16

Radiative Closure Assessment of Retrieved Cloud and Aerosol Properties for the EarthCARE Mission: The ACMB-DF Product

Howard W. Barker, Jason N. S. Cole, Najda Villefranque et al. · 2024 · 56 citations · Full text

Radiative Transfer Models, Engineering, Radiative Transfer +11

Entrapment: An Important Mechanism to Explain the Shortwave 3D Radiative Effect of Clouds

Robin J. Hogan, Mark Fielding, Howard W. Barker et al. · Journal of the Atmospheric Sciences · 2019 · 55 citations · Full text

Radiative Transfer Equation, Engineering, Rayleigh Scattering +19

Object‐Oriented Identification of Coherent Structures in Large Eddy Simulations: Importance of Downdrafts in Stratocumulus

Florent Brient, Fleur Couvreux, Najda Villefranque et al. · Geophysical Research Letters · 2019 · 48 citations · Full text

Engineering, Fluid Mechanics, Climate Modeling +21