Lopez-Gomez, Ignacio

1. Dynamical-generative downscaling of climate model ensembles
   2024/10/02 by Ignacio Lopez‐Gomez, Zhong Wan, Lopez-Gomez, Ignacio +9 · 5 citations
   Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Ecosystem dynamics and resilience #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
2. Regional climate risk assessment from climate models using probabilistic machine learning
   2024/12/11 by Zhong Wan, Zhong Yi Wan, Wan, Zhong Yi +15 · 1 voice · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #cs.LG #math.NA #physics.ao-ph
3. Online learning of eddy-viscosity and backscattering closures for geophysical turbulence using ensemble Kalman inversion
   2024/09/08 by Yifei Guan, Pedram Hassanzadeh, Guan, Yifei +11 · 2 citations
   Earth and Planetary Sciences · Engineering · #Computational Physics (physics.comp-ph) #Energy Load and Power Forecasting #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Geophysics (physics.geo-ph) #Meteorological Phenomena and Simulations #Reservoir Engineering and Simulation Methods
4. A probabilistic framework for learning non-intrusive corrections to long-time climate simulations from short-time training data
   2024/08/02 by Sorensen, Benedikt Barthel, Zepeda-Núñez, Leonardo, Lopez-Gomez, Ignacio +4 · 1 citation
   #Atmospheric and Oceanic Physics (physics.ao-ph) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG)