Cover Image

Ensemble-based, large-eddy reconstruction of wind turbine inflow in a near-stationary atmospheric boundary layer through generative artificial intelligence

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rybchuk, Alex, Martínez-Tossas, Luis A., Letizia, Stefano, Hamilton, Nicholas, Scholbrock, Andy, Maric, Emina, Houck, Daniel R., Herges, Thomas G., de Velder, Nathaniel B., Doubrawa, Paula
Format:	Preprint
Published:	2024
Subjects:	Atmospheric and Oceanic Physics Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Ensemble‐Based, Large‐Eddy Reconstruction of Wind Turbine Inflow in a Near‐Stationary Atmospheric Boundary Layer Through Generative Artificial Intelligence
by: Alex Rybchuk, et al.
Published: (2025)

Machine-learning identification of the variability of mean velocity and turbulence intensity for wakes generated by onshore wind turbines: Cluster analysis of wind LiDAR measurements
by: Iungo, G. Valerio, et al.
Published: (2021)

A purely analytical and physical wind turbine wake model accounting for atmospheric stratification
by: Noël, Emeline, et al.
Published: (2025)

The spatial organization of wind turbine wakes
by: Lengyel, Janka, et al.
Published: (2025)

On the prediction of underwater aerodynamic noise of offshore wind turbines
by: Bolívar, Laura Botero, et al.
Published: (2025)

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

Asymptotic limits of the attached eddy model derived from an adiabatic atmosphere
by: Qin, Yue, et al.
Published: (2024)

Dynamics of wind turbine operational states
by: Bette, Henrik M., et al.
Published: (2023)

On the force of vertical winds in the upper atmosphere -- consequences for small biological particles
by: Berera, Arjun, et al.
Published: (2020)

Analysis, forecasting and system identification of a floating offshore wind turbine using dynamic mode decomposition
by: Palma, Giorgio, et al.
Published: (2024)

Large eddy simulation of ocean mesoscale eddies
by: Perezhogin, Pavel, et al.
Published: (2025)

Top-of-atmosphere radiation over the last millennium reconstructed from proxies
by: Stiller, Dominik, et al.
Published: (2025)

The role of the oceans for subseasonal prediction: insights from eddy-permitting and eddy-rich coupled forecast systems
by: Roberts, Christopher David, et al.
Published: (2026)

Meteorological assessment of vertical axis wind turbine energy generation potentials across two Swiss cities in complex terrain
by: Brandi, Aldo, et al.
Published: (2025)

Generative artificial intelligence improves projections of climate extremes
by: Tie, Ruian, et al.
Published: (2025)

Scale-awareness in an eddy energy constrained mesoscale eddy parameterization
by: Mak, Julian, et al.
Published: (2023)

Global near-real-time daily emissions of atmospheric pollutants from power plants
by: Li, Tao, et al.
Published: (2026)

Rapid topographic scatter of near-inertial waves generated by storms
by: Barnes, Ashley J., et al.
Published: (2023)

Improving ensemble extreme precipitation forecasts using generative artificial intelligence
by: Sha, Yingkai, et al.
Published: (2024)

Generalizable neural-network parameterization of mesoscale eddies in idealized and global ocean models
by: Perezhogin, Pavel, et al.
Published: (2025)

A two-dimensional model for eddy saturation and frictional control in the Southern Ocean
by: Maddison, J. R., et al.
Published: (2024)

A data-driven global ocean forecasting model with sub-daily and eddy-resolving resolution
by: Niu, Yuan, et al.
Published: (2025)

Distributions and correlation properties of offshore wind speeds and wind speed increments
by: Sim, So-Kumneth, et al.
Published: (2024)

Ai4Fapar: How artificial intelligence can help to forecast the seasonal earth observation signal
by: Sabo, Filip, et al.
Published: (2024)

Coupling between sub-mesoscale eddies, internal waves, and turbulence in the deep Mediterranean: A spectral investigation
by: van Haren, Hans
Published: (2026)

Over 100-fold improvement in the accuracy of relaxed eddy accumulation flux estimates through error diffusion
by: Emad, Anas
Published: (2023)

Generative AI for subgrid turbulence in large-eddy simulations
by: Cheng, Yu, et al.
Published: (2025)

Non-stationary time series attribution for heatwaves over Europe
by: Meurer, Pascal, et al.
Published: (2026)

Reddy: An open-source toolbox for analyzing eddy-covariance measurements in heterogeneous environments
by: Mack, Laura, et al.
Published: (2026)

Accurate and Efficient Hybrid-Ensemble Atmospheric Data Assimilation in Latent Space with Uncertainty Quantification
by: Fan, Hang, et al.
Published: (2026)

Towards an end-to-end artificial intelligence driven global weather forecasting system
by: Chen, Kun, et al.
Published: (2023)

Emergent conservation in atmospheric chemical mechanisms
by: Rodriguez, Beatriz Lucia G., et al.
Published: (2026)

High-resolution vertical wind and turbulence measurements with quadcopter uncrewed aerial systems: wind tunnel calibration and field validation
by: Kistner, Johannes, et al.
Published: (2026)

Evaluation of the eddy diffusivity in a pollutant dispersion model in the planetary boundary layer
by: Goulart, A., et al.
Published: (2024)

The impact of the spatial resolution of wind data on multi-decadal wind power forecasts in Germany
by: Morelli, Sofia
Published: (2024)

EnsAI: An Emulator for Atmospheric Chemical Ensembles
by: Sitwell, Michael
Published: (2025)

A model for drift velocity mediated scalar eddy diffusivity in homogeneous turbulent flows
by: Shende, Omkar B., et al.
Published: (2023)

The future of offshore wind power production: wake and climate impacts
by: Warder, Simon C, et al.
Published: (2024)

Revealing wave-wave resonant interactions in ocean wind waves
by: Maestrini, Davide, et al.
Published: (2025)

An extreme value method to study decadal hurricane wind trends
by: Payez, Alexandre, et al.
Published: (2025)