Cover Image

An Attention-Based Stochastic Simulator for Multisite Extremes to Evaluate Nonstationary, Cascading Flood Risk

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nayak, Adam, Gentine, Pierre, Lall, Upmanu
Format:	Preprint
Published:	2025
Subjects:	Geophysics Atmospheric and Oceanic Physics Data Analysis, Statistics and Probability
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Climatic Extremes in Brazil: a parallel analysis of Historical Trends and Socioeconomical Impacts
by: Lazzari, Davi, et al.
Published: (2024)

Evolving beyond collapse: An adaptive particle batch smoother for cryospheric data assimilation
by: Aalstad, Kristoffer, et al.
Published: (2026)

Utilizing long memory and circulation patterns for stochastic forecasts of temperature extremes
by: Kassel, Johannes A., et al.
Published: (2025)

WHALES: an optimized retracker for satellite radar altimeter waveforms in sea state applications
by: Passaro, Marcello, et al.
Published: (2025)

Warming-driven rise in soil moisture entropy signals destabilization of the Asian Water Tower
by: Xie, Yiran, et al.
Published: (2026)

Atmospheric noise measurements in the garden: detecting universalities in inter-spheric waiting time statistics
by: Gere, István
Published: (2023)

Multifidelity Uncertainty Quantification for Ice Sheet Simulations
by: Aretz, Nicole, et al.
Published: (2024)

Capturing Unseen Spatial Heat Extremes Through Dependence-Aware Generative Modeling
by: Liu, Xinyue, et al.
Published: (2025)

Robust Cloud Suppression and Anomaly Detection in Time-lapse Thermography
by: Small, Christopher, et al.
Published: (2023)

Detecting and Attributing Change in Climate and Complex Systems: Foundations, Green's Functions, and Nonlinear Fingerprints
by: Lucarini, Valerio, et al.
Published: (2022)

Agnostic detection of large-scale weather patterns in the northern hemisphere: from blockings to teleconnections
by: Springer, Sebastian, et al.
Published: (2023)

QESM: A Leap Towards Quantum-Enhanced ML Emulation Framework for Earth and Climate Modeling
by: Bazgir, Adib, et al.
Published: (2024)

The Typicality of Regimes Associated with Northern Hemisphere Heatwaves
by: Chapman, Christopher C., et al.
Published: (2024)

A Mathematical Framework for Quantifying Nonlinear Uncertainty Propagation in Eddy Identification Criteria
by: Moser, Charlotte, et al.
Published: (2025)

Assessing Emulator Design and Training for Modal Aerosol Microphysics Parameterizations in E3SMv2
by: Ahmed, Shady E., et al.
Published: (2026)

Medium-scale thermospheric gravity waves in the high-resolution Whole Atmosphere Model: Seasonal, local time, and longitudinal variations
by: Malhotra, Garima, et al.
Published: (2024)

Potential of Ka-band Range Rate Post-fit Residuals for High-frequency Mass Change Applications
by: Cuadrat-Grzybowski, Michal, et al.
Published: (2025)

Causality for Earth Science -- A Review on Time-series and Spatiotemporal Causality Methods
by: Ali, Sahara, et al.
Published: (2024)

Gaussian Framework and Optimal Projection of Weather Fields for Prediction of Extreme Events
by: Mascolo, Valeria, et al.
Published: (2024)

Stochastic Coefficient of Variation: Assessing the Variability and Forecastability of Solar Irradiance
by: Voyant, Cyril, et al.
Published: (2025)

Role of Autoconversion Parameterization in Coupled Climate Model for Simulating Monsoon Subseasonal Oscillations
by: Dutta, Ushnanshu, et al.
Published: (2024)

Comparison of Two-Moment and Three-Moment Bulk Microphysics Schemes in Thunderstorm Simulations over Indian Subcontinent
by: Mallick, Chandrima, et al.
Published: (2024)

Complex-Valued Time Series Based Solar Irradiance Forecast
by: Voyant, Cyril, et al.
Published: (2022)

Similarity-Based Analysis of Atmospheric Organic Compounds for Machine Learning Applications
by: Sandström, Hilda, et al.
Published: (2024)

Local wind speed forecasting at short time horizons based on Numerical Weather Prediction and observations from surrounding stations
by: Baggio, Roberta, et al.
Published: (2025)

Radar Maxima: calibrated area-based probabilistic forecasts for heavy precipitation
by: Hess, Reinhold
Published: (2025)

Geographic variability in reanalysis wind speed biases: A high-resolution bias correction approach for UK wind energy
by: Wang, Yan, et al.
Published: (2025)

Improving probabilistic wind speed forecasting using M-Rice distribution and spatial data integration
by: Baggio, Roberta, et al.
Published: (2023)

Implementation of implicit filter for spatial spectra extraction
by: Nowak, Kacper, et al.
Published: (2024)

Visualizing driving forces of spatially extended systems using the recurrence plot framework
by: Riedl, Maik, et al.
Published: (2024)

Time persistence of climate and carbon flux networks
by: Qing, Ting, et al.
Published: (2024)

On the Relative Role of East and West Pacific Sea Surface Temperature (SST) Gradients in the Prediction Skill of Central Pacific NINO3.4 SST
by: S, Lekshmi, et al.
Published: (2023)

A Constrained Spectral Approximation of Subgrid-Scale Orography on Unstructured Grids
by: Chew, Ray, et al.
Published: (2024)

Coupled Seasonal Data Assimilation of Sea Ice, Ocean, and Atmospheric Dynamics over the Last Millennium
by: Meng, Zilu, et al.
Published: (2025)

An outlook on the Rapid Decline of Carbon Sequestration in French Forests and associated reporting needs
by: Ciais, P ., et al.
Published: (2025)

A strictly geostrophic product of sea-surface velocities from the SWOT fast-sampling phase
by: Uchida, Takaya, et al.
Published: (2026)

Using Diffusion Models to do Data Assimilation
by: Hodyss, Daniel, et al.
Published: (2025)

Koopman Analysis of Sea Surface Temperature with a Signature Kernel
by: Sugiura, Nozomi, et al.
Published: (2026)

Experimental verification of the optimal fingerprint method for detecting climate change
by: Hu, Jinbo, et al.
Published: (2024)

Bound on forecasting skill for models of North Atlantic tropical cyclone counts
by: Wesley, Daniel, et al.
Published: (2024)