Testing NeuralGCM's capability to simulate future heatwaves based on the 2021 Pacific Northwest heatwave event
Fuente:
arXiv
Saved in:
| Main Authors: | Duan, Shiheng, Zhang, Jishi, Bonfils, Céline, Pallotta, Giuliana |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A PMP-inspired Evaluation Framework for Assessing Deep-Learning Earth System Models
by: Pallotta, Giuliana, et al.
Published: (2026)
by: Pallotta, Giuliana, et al.
Published: (2026)
Benchmarking Regional Thermodynamic Trends in an AI emulator, ACE2, and a hybrid model, NeuralGCM
by: Rucker, Katharine, et al.
Published: (2025)
by: Rucker, Katharine, et al.
Published: (2025)
Benchmarking atmospheric circulation variability in an AI emulator, ACE2, and a hybrid model, NeuralGCM
by: Baxter, Ian, et al.
Published: (2025)
by: Baxter, Ian, et al.
Published: (2025)
Highly inhomogeneous interactions between background climate and urban warming across typical local climate zones in heatwave and non-heatwave days
by: Kong, Jing, et al.
Published: (2024)
by: Kong, Jing, et al.
Published: (2024)
Rare events algorithm study of extreme double jet summers and their connection to heatwaves over the Northern Hemisphere
by: Mascolo, Valeria, et al.
Published: (2025)
by: Mascolo, Valeria, et al.
Published: (2025)
Non-stationary time series attribution for heatwaves over Europe
by: Meurer, Pascal, et al.
Published: (2026)
by: Meurer, Pascal, et al.
Published: (2026)
An Interpretable Latent Space reveals changing dynamics of European heatwaves
by: Happé, Tamara, et al.
Published: (2025)
by: Happé, Tamara, et al.
Published: (2025)
Key role of the Madden-Julian Oscillation on tropical and subtropical humid heat and heatwaves
by: Rocuet, Claire, et al.
Published: (2025)
by: Rocuet, Claire, et al.
Published: (2025)
Evaluation and statistical correction of area-based heat index forecasts that drive a heatwave warning service
by: Loveday, Nicholas, et al.
Published: (2024)
by: Loveday, Nicholas, et al.
Published: (2024)
Using rare event algorithms to understand the statistics and dynamics of extreme heatwave seasons in South Asia
by: Priol, Clément Le, et al.
Published: (2024)
by: Priol, Clément Le, et al.
Published: (2024)
Data-driven upper bounds and event attribution for unprecedented heatwaves
by: Risser, Mark D., et al.
Published: (2024)
by: Risser, Mark D., et al.
Published: (2024)
Predictability Limit of the 2021 Pacific Northwest Heatwave from Deep-Learning Sensitivity Analysis
by: Vonich, P. Trent, et al.
Published: (2024)
by: Vonich, P. Trent, et al.
Published: (2024)
Predictability of north Pacific blocking events : Analogue based analysis of historical MIROC6 simulations
by: Xavier, Anupama K, et al.
Published: (2025)
by: Xavier, Anupama K, et al.
Published: (2025)
Vapor-Buoyancy Feedback in an Idealized GCM
by: Seidel, Seth, et al.
Published: (2023)
by: Seidel, Seth, et al.
Published: (2023)
Climate impacts of forced equatorial superrotation in an idealized GCM
by: Marino, Tim, et al.
Published: (2025)
by: Marino, Tim, et al.
Published: (2025)
Assessing the Spurious Impacts of Ice-Constraining Methods on the Climate Response to Sea-Ice Loss using an Idealised Aquaplanet GCM
by: Lewis, Neil T., et al.
Published: (2024)
by: Lewis, Neil T., et al.
Published: (2024)
Strengthening national capability in urban climate science: an Australian perspective
by: Nazarian, Negin, et al.
Published: (2025)
by: Nazarian, Negin, et al.
Published: (2025)
Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning
by: Miloshevich, George, et al.
Published: (2023)
by: Miloshevich, George, et al.
Published: (2023)
Prediction of Tropical Pacific Rain Rates with Over-parameterized Neural Networks
by: You, Hojun, et al.
Published: (2023)
by: You, Hojun, et al.
Published: (2023)
Effect of complex orography on numerical simulations of a downburst event in Spain
by: Fernandez, Javier Diaz, et al.
Published: (2025)
by: Fernandez, Javier Diaz, et al.
Published: (2025)
Advancing global sea ice prediction capabilities using a fully-coupled climate model with integrated machine learning
by: Gregory, William, et al.
Published: (2025)
by: Gregory, William, et al.
Published: (2025)
Using a rare event sampling technique to quantify extreme El Niño event statistics
by: Packman, Sarah, et al.
Published: (2025)
by: Packman, Sarah, et al.
Published: (2025)
Characterizing global tropical cyclone events of 2024
by: Jiang, Lingke, et al.
Published: (2025)
by: Jiang, Lingke, et al.
Published: (2025)
Projections of standardised energy indices in future climate scenarios
by: Dolores-Tesillos, Edgar, et al.
Published: (2024)
by: Dolores-Tesillos, Edgar, et al.
Published: (2024)
Machine Learning-based Denoising of Surface Solar Irradiance simulated with Monte Carlo Ray Tracing
by: Reeze, Ment, et al.
Published: (2024)
by: Reeze, Ment, et al.
Published: (2024)
Evidence of Kolmogorov like scalings and multifractality in the rainfall events
by: GhoshDastider, Joya, et al.
Published: (2024)
by: GhoshDastider, Joya, et al.
Published: (2024)
The future of offshore wind power production: wake and climate impacts
by: Warder, Simon C, et al.
Published: (2024)
by: Warder, Simon C, et al.
Published: (2024)
Climate network and complexity approach predict neutral ENSO event for 2025
by: Ludescher, J., et al.
Published: (2025)
by: Ludescher, J., et al.
Published: (2025)
Limited impact of Greenland meltwater on abruptness and reversibility of future Atlantic overturning changes
by: Mehling, Oliver, et al.
Published: (2025)
by: Mehling, Oliver, et al.
Published: (2025)
Testing a hydroacoustic radiator in a reverberant tank based on recording the sound field in the air above the tank
by: Virovlyansky, A. L., et al.
Published: (2026)
by: Virovlyansky, A. L., et al.
Published: (2026)
Multi-model evidence of future tropical Atlantic precipitation change modulated by AMOC decline
by: Cerato, Giada, et al.
Published: (2024)
by: Cerato, Giada, et al.
Published: (2024)
The role of the surface evapotranspiration in regional climate modelling: Evaluation and near-term future changes
by: Ojeda, Matilde García-Valdecasas, et al.
Published: (2024)
by: Ojeda, Matilde García-Valdecasas, et al.
Published: (2024)
Dynamic and thermodynamic contributions to future extreme-rainfall intensification: a case study for Belgium
by: Schoofs, Jozefien, et al.
Published: (2025)
by: Schoofs, Jozefien, et al.
Published: (2025)
On the predictability of springtime ozone depletion events using the ECCC Global Deterministic Prediction System
by: de Grandpre, J., et al.
Published: (2024)
by: de Grandpre, J., et al.
Published: (2024)
On the attribution of weather events to climate change using a fit to extreme value distributions
by: Sherman, Peter, et al.
Published: (2023)
by: Sherman, Peter, et al.
Published: (2023)
Extremes of summer Arctic sea ice reduction investigated with a rare event algorithm
by: Sauer, Jerome, et al.
Published: (2023)
by: Sauer, Jerome, et al.
Published: (2023)
Machine learning for online sea ice bias correction within global ice-ocean simulations
by: Gregory, William, et al.
Published: (2023)
by: Gregory, William, et al.
Published: (2023)
An analysis on OpenMetBuoy-v2021 drifter in-situ data and Lagrangian trajectory simulations in the Agulhas Current System
by: Moerman, Bente, et al.
Published: (2024)
by: Moerman, Bente, et al.
Published: (2024)
Spatial variation of future trends in Atlantic upwelling cells from two CMIP6 models
by: Flügel, Raquel, et al.
Published: (2025)
by: Flügel, Raquel, et al.
Published: (2025)
Improvement of a neural network convection scheme by including triggering and evaluation in present and future climates
by: Germain, Hugo, et al.
Published: (2025)
by: Germain, Hugo, et al.
Published: (2025)
Similar Items
-
A PMP-inspired Evaluation Framework for Assessing Deep-Learning Earth System Models
by: Pallotta, Giuliana, et al.
Published: (2026) -
Benchmarking Regional Thermodynamic Trends in an AI emulator, ACE2, and a hybrid model, NeuralGCM
by: Rucker, Katharine, et al.
Published: (2025) -
Benchmarking atmospheric circulation variability in an AI emulator, ACE2, and a hybrid model, NeuralGCM
by: Baxter, Ian, et al.
Published: (2025) -
Highly inhomogeneous interactions between background climate and urban warming across typical local climate zones in heatwave and non-heatwave days
by: Kong, Jing, et al.
Published: (2024) -
Rare events algorithm study of extreme double jet summers and their connection to heatwaves over the Northern Hemisphere
by: Mascolo, Valeria, et al.
Published: (2025)