Noah Brenowitz
- Kaushikreddym/CasCorrDiff: CasCorrDiff v1.0.0
2023/09/24 by Mardani, Morteza, Noah Brenowitz, Yair Cohen +16 · 30 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling
2024/08/20 by Jaideep Pathak, Yair Cohen, Pathak, Jaideep +21 · 1 voice · 5 citations
Decision Sciences · #Simulation Techniques and Applications #cs.LG #physics.ao-ph
- Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
2024/06/19 by Peter Manshausen, Manshausen, Peter, Yair Cohen +16 · 6 citations
Earth and Planetary Sciences · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
- Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators
2024/08/02 by Ankur Mahesh, Mahesh, Ankur, William D. Collins +26 · 6 citations
Computer Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
2024/06/28 by Zeyuan Hu, Hu, Zeyuan, Akshay Subramaniam +15 · 5 citations
Computer Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Distributed and Parallel Computing Systems #FOS: Physical sciences
- Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model
2024/06/12 by Chenggong Wang, Wang, Chenggong, Michael S. Pritchard +13 · 5 citations
Computer Science · Earth and Planetary Sciences · #Advanced Computational Techniques and Applications #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Oceanographic and Atmospheric Processes
- Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators
2024/08/06 by Ankur Mahesh, Mahesh, Ankur, William D. Collins +27 · 5 citations
Earth and Planetary Sciences · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- Climate in a Bottle: Towards a Generative Foundation Model for the Kilometer-Scale Global Atmosphere
2025/05/10 by Noah Brenowitz, Tao Ge, Brenowitz, Noah D. +17 · 10 citations
Earth and Planetary Sciences · Environmental Science · #Tropical and Extratropical Cyclones Research #Climate variability and models #Meteorological Phenomena and Simulations
- Stochastic Flow Matching for Resolving Small-Scale Physics
2024/10/17 by Stathi Fotiadis, Fotiadis, Stathi, Noah Brenowitz +12 · 1 voice · 3 citations
Computer Science · Engineering · #Computational Physics and Python Applications #Reservoir Engineering and Simulation Methods #Parallel Computing and Optimization Techniques
- Machine Learning Climate Model Dynamics: Offline versus Online Performance
2020/11/05 by Noah Brenowitz, Brian Henn, Brenowitz, Noah D. +13 · 1 citation
Earth and Planetary Sciences · Engineering · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Data Analysis #Energy Load and Power Forecasting #FOS: Physical sciences #Meteorological Phenomena and Simulations #Statistics and Probability (physics.data-an)
- Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
2025/06/24 by Salva Rühling Cachay, Miika Aittala, Cachay, Salva Rühling +11 · 2 citations
Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Hydrology and Drought Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)