:: Library Catalog

Copertina

Salvato in:

Dettagli Bibliografici
Autori principali:	Fons, Emilie, McCoy, Isabel L., Beucler, Tom, Neubauer, David, Lohmann, Ulrike
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Atmospheric and Oceanic Physics
Accesso online:	https://arxiv.org/abs/2604.08055
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Calibrated Conformal Prediction Intervals for Microphysical Process Rates
di: Simm, Miriam, et al.
Pubblicazione: (2026)

Lessons Learned: Reproducibility, Replicability, and When to Stop
di: Gomez, Milton S., et al.
Pubblicazione: (2024)

Data-Driven Equation Discovery of a Cloud Cover Parameterization
di: Grundner, Arthur, et al.
Pubblicazione: (2023)

Machine Learning of Vertical Fluxes by Unresolved Midlatitude Mesoscale Processes
di: Ismaili, Erisa, et al.
Pubblicazione: (2026)

Causally-informed deep learning to improve climate models and projections
di: Iglesias-Suarez, Fernando, et al.
Pubblicazione: (2023)

From Winter Storm Thermodynamics to Wind Gust Extremes: Discovering Interpretable Equations from Data
di: Tam, Frederick Iat-Hin, et al.
Pubblicazione: (2025)

Stress-testing the coupled behavior of hybrid physics-machine learning climate simulations on an unseen, warmer climate
di: Lin, Jerry, et al.
Pubblicazione: (2024)

Beyond the Training Data: Confidence-Guided Mixing of Parameterizations in a Hybrid AI-Climate Model
di: Heuer, Helge, et al.
Pubblicazione: (2025)

Reduced Cloud Cover Errors in a Hybrid AI-Climate Model Through Equation Discovery And Automatic Tuning
di: Grundner, Arthur, et al.
Pubblicazione: (2025)

Lightning-Fast Convective Outlooks: Predicting Severe Convective Environments with Global AI-based Weather Models
di: Feldmann, Monika, et al.
Pubblicazione: (2024)

Global Forecasting of Tropical Cyclone Intensity Using Neural Weather Models
di: Gomez, Milton, et al.
Pubblicazione: (2025)

On early-warning of full versus partial Atlantic overturning circulation collapse
di: Lohmann, Johannes
Pubblicazione: (2025)

Improving Predictions of Convective Storm Wind Gusts through Statistical Post-Processing of Neural Weather Models
di: Leclerc, Antoine, et al.
Pubblicazione: (2025)

Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification
di: Tam, Frederick Iat-Hin, et al.
Pubblicazione: (2024)

Simulating Atmospheric Processes in Earth System Models and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Parameterizations
di: Behrens, Gunnar, et al.
Pubblicazione: (2024)

Enhanced continuous aerosol optical depth (AOD) estimation using geostationary satellite data: focusing on nighttime AOD over East Asia
di: Song, Sanghyeon, et al.
Pubblicazione: (2024)

Applying the ACE2 Emulator to SST Green's Functions for the E3SMv3 Global Atmosphere Model
di: Wu, Elynn, et al.
Pubblicazione: (2025)

A framework for modeling aerosol-cloud-lightning interactions: Validation of charge structure and aerosol effects
di: Wang, Weishan, et al.
Pubblicazione: (2026)

SwAIther-Precip: Lead-Time-Aware Bias Correction Enables Kilometer-Scale Downscaling of Global AI Precipitation Forecasts over Switzerland
di: Assouline, Dan, et al.
Pubblicazione: (2026)

Investigating the Robustness of Extreme Precipitation Super-Resolution Across Climates
di: Largeau, Louise, et al.
Pubblicazione: (2025)

Data-Driven Integration Kernels for Interpretable Nonlocal Operator Learning
di: Ferretti, Savannah L., et al.
Pubblicazione: (2026)

Melancholia States of the Atlantic Meridional Overturning Circulation
di: Lohmann, Johannes, et al.
Pubblicazione: (2024)

Dynamics of East Atlantic seed vortex populations in global km-scale models
di: Maybee, Ben, et al.
Pubblicazione: (2026)

Distilling Machine Learning's Added Value: Pareto Fronts in Atmospheric Applications
di: Beucler, Tom, et al.
Pubblicazione: (2024)

Next-Generation Earth System Models: Towards Reliable Hybrid Models for Weather and Climate Applications
di: Beucler, Tom, et al.
Pubblicazione: (2023)

Rainfall forecasts in daily use over East Africa improved by machine learning
di: Cooper, Fenwick C., et al.
Pubblicazione: (2025)

Navigating the Noise: Bringing Clarity to ML Parameterization Design with O(100) Ensembles
di: Lin, Jerry, et al.
Pubblicazione: (2023)

Advancing global aerosol forecasting with artificial intelligence
di: Gui, Ke, et al.
Pubblicazione: (2024)

Surfactant effect on collective bubble bursting and aerosol emission
di: Mazzatenta, Megan, et al.
Pubblicazione: (2026)

Confronting Contemporary Seasonality Changes in East Asian Tropical Cyclone Landfalls with a Multi-Century Historical Baseline
di: Zhang, Gan, et al.
Pubblicazione: (2025)

Direct test for critical slowing down before Dansgaard-Oeschger events via the volcanic climate response
di: Lohmann, Johannes
Pubblicazione: (2025)

A methodology for realistic estimation of the aerosol impact on the solar potential
di: Blaga, Robert, et al.
Pubblicazione: (2023)

Global impacts of organic aerosol acidity on sulfate and cloud formation
di: Sengupta, Gargi, et al.
Pubblicazione: (2025)

Multiphase buffering by ammonia sustains sulfate production in atmospheric aerosols
di: Zheng, Guangjie, et al.
Pubblicazione: (2024)

Wintertime Cross-correlational Structures between Sea Surface Temperature Anomaly and Atmospheric-and-Oceanic Fields in the East/Japan Sea Under Arctic Oscillation
di: Lim, Gyuchang, et al.
Pubblicazione: (2025)

Functional data decomposition reveals unexpectedly strong soil moisture-precipitation coupling over the Great Plains
di: Gao, Yifu, et al.
Pubblicazione: (2025)

Multistability and Intermediate Tipping of the Atlantic Ocean Circulation
di: Lohmann, Johannes, et al.
Pubblicazione: (2023)

Cloud-aerosol interactions in subtropical marine stratocumulus weaken in a warmer climate
di: Sun, Hongwei, et al.
Pubblicazione: (2025)

Cloud droplet size distribution and optical properties only weakly linked to aerosol size
di: Gali, Kadja Flore, et al.
Pubblicazione: (2025)

Precipitation diffusion downscaling and application to out-of-distribution simulations with and without stratospheric aerosol injection
di: Dong, Cameron, et al.
Pubblicazione: (2026)