Hakim, Gregory J.
- Dynamical Tests of a Deep-Learning Weather Prediction Model
2023/09/19 by Hakim, Gregory J., Masanam, Sanjit · 8 citations
#Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Predictability Limit of the 2021 Pacific Northwest Heatwave from Deep-Learning Sensitivity Analysis
2024/06/07 by P. Trent Vonich, Vonich, P. Trent, Gregory J. Hakim +1 · 4 citations
Earth and Planetary Sciences · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Physical sciences #Meteorological Phenomena and Simulations
- Testing the Limit of Atmospheric Predictability with a Machine Learning Weather Model
2025/04/28 by Vonich, P. Trent, Hakim, Gregory J. · 1 citation
#Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Deep Learning Atmospheric Models Reliably Simulate Out-of-Sample Land Heat and Cold Wave Frequencies
2025/07/03 by Zilu Meng, Gregory J. Hakim, Meng, Zilu +5 · 2 citations
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Urban Heat Island Mitigation