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🏛️ The physics.ao-ph Crypt
physics.ao-ph: Where physics.ao-ph papers rest without their code.
137
Total Papers
106
No Code
3
Twilight
28
Has Code
20.4%
Survival Rate
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Neural General Circulation Models for Weather and Climate
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Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast
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Physically Interpretable Neural Networks for the Geosciences: Applications to Earth System Variability
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Source localization in an ocean waveguide using supervised machine learning
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A test case for application of convolutional neural networks to spatio-temporal climate data: Re-identifying clustered weather patterns
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Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data
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Dictionary learning of sound speed profiles
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A Machine Learning Nowcasting Method based on Real-time Reanalysis Data
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ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses
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Deep-learning based down-scaling of summer monsoon rainfall data over Indian region
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Physics Guided Machine Learning Methods for Hydrology
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STAR: Spatio-Temporal Altimeter Waveform Retracking using Sparse Representation and Conditional Random Fields
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Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model
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FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation
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Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System
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Cumulo: A Dataset for Learning Cloud Classes
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Machine learning emulation of a local-scale UK climate model
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Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes
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Estimates of daily ground-level NO2 concentrations in China based on big data and machine learning approaches
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A Deep Learning Method for Real-time Bias Correction of Wind Field Forecasts in the Western North Pacific
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Deep learning for bias-correcting CMIP6-class Earth system models
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DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion Models
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