Pedram Hassanzadeh
- FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
2022/02/22 by Jaideep Pathak, Pathak, Jaideep, Shashank Subramanian +23 · 3 voices · 142 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #Meteorological Phenomena and Simulations #Energy Load and Power Forecasting #Hydrological Forecasting Using AI
- Physics-informed machine learning: case studies for weather and climate modelling
2021/02/15 by Karthik Kashinath, Mohamed Elhafiz Mustafa, Adrian Albert +18 · 17 citations
Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Climate variability and models #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
- Can AI weather models predict out-of-distribution gray swan tropical cyclones?
2024/10/31 by Y. Qiang Sun, Pedram Hassanzadeh, Mohsen Zand +3 · 1 voice · 17 citations
Earth and Planetary Sciences · Environmental Science · #Tropical and Extratropical Cyclones Research #Climate variability and models #Meteorological Phenomena and Simulations
- Machine Learning for the Physics of Climate
2024/08/19 by Annalisa Bracco, Bracco, Annalisa, Julien Brajard +9 · 20 citations
Computer Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Physical sciences
- Machine learning for climate physics and simulations
2024/04/20 by Ching‐Yao Lai, Lai, Ching-Yao, Pedram Hassanzadeh +9 · 7 citations
Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
- Data Imbalance, Uncertainty Quantification, and Generalization via Transfer Learning in Data-driven Parameterizations: Lessons from the Emulation of Gravity Wave Momentum Transport in WACCM
2023/11/27 by Y. Qiang Sun, Hamid A. Pahlavan, Sun, Y. Qiang +15 · 2 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Physical sciences #Geophysics and Gravity Measurements #Meteorological Phenomena and Simulations
- Predicting Beyond Training Data via Extrapolation versus Translocation: AI Weather Models and Dubai's Unprecedented 2024 Rainfall
2025/05/15 by Y. Qiang Sun, Pedram Hassanzadeh, Sun, Y. Qiang +5 · 5 citations
Environmental Science · #Air Quality Monitoring and Forecasting #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Physical sciences #Hydrological Forecasting Using AI
- Semi-analytical eddy-viscosity and backscattering closures for 2D geophysical turbulence
2025/04/13 by Yifei Guan, Guan, Yifei, Pedram Hassanzadeh +1 · 1 citation
Earth and Planetary Sciences · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Geophysics (physics.geo-ph) #Meteorological Phenomena and Simulations #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
- Long-term stability and generalization of observationally-constrained stochastic data-driven models for geophysical turbulence
2022/05/09 by Ashesh Chattopadhyay, Chattopadhyay, Ashesh, Jaideep Pathak +7 · 1 citation
Earth and Planetary Sciences · Engineering · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Chaotic Dynamics (nlin.CD) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Geophysics (physics.geo-ph) #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations