Ignacio Lopez‐Gomez

Pushing the frontiers in climate modelling and analysis with machine learning

Veronika Eyring, William D. Collins, Pierre Gentine et al. · Nature Climate Change · 2024 · 103 citations · Full text

Future Climatic Change, Engineering, Machine Learning +9

Generative emulation of weather forecast ensembles with diffusion models

Lizao Li, Robert W. Carver, Ignacio Lopez‐Gomez et al. · Science Advances · 2024 · 56 citations · Full text

Meteorology, Forecasting Methodology, Probabilistic Forecasting +13

A Generalized Mixing Length Closure for Eddy‐Diffusivity Mass‐Flux Schemes of Turbulence and Convection

Ignacio Lopez‐Gomez, Yair Cohen, Jia He et al. · Journal of Advances in Modeling Earth Systems · 2020 · 50 citations · Full text

Engineering, Fluid Mechanics, Turbulence +17

Training Physics‐Based Machine‐Learning Parameterizations With Gradient‐Free Ensemble Kalman Methods

Ignacio Lopez‐Gomez, Costa Christopoulos, Haakon Ludvig Langeland Ervik et al. · Journal of Advances in Modeling Earth Systems · 2022 · 43 citations · Full text

Engineering, Machine Learning, Ensemble Kalman Inversion +19

Unified Entrainment and Detrainment Closures for Extended Eddy‐Diffusivity Mass‐Flux Schemes

Yair Cohen, Ignacio Lopez‐Gomez, Anna Jaruga et al. · Journal of Advances in Modeling Earth Systems · 2020 · 39 citations · Full text

Engineering, Fluid Mechanics, Turbulence +16