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Kilometer-Scale Convection Allowing Model Emulation using Generative
  Diffusion Modeling

Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling

20 August 2024
Jaideep Pathak
Y. Cohen
Piyush Garg
Peter Harrington
Noah D. Brenowitz
Dale Durran
Morteza Mardani
Arash Vahdat
Shaoming Xu
K. Kashinath
Michael Pritchard
    DiffMAI4Cl
ArXiv (abs)PDFHTML

Papers citing "Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling"

12 / 12 papers shown
Title
CRPS-LAM: Regional ensemble weather forecasting from matching marginals
CRPS-LAM: Regional ensemble weather forecasting from matching marginals
Erik Larsson
Joel Oskarsson
Tomas Landelius
Fredrik Lindsten
BDL
219
0
0
10 Oct 2025
Control-Augmented Autoregressive Diffusion for Data Assimilation
Control-Augmented Autoregressive Diffusion for Data Assimilation
Prakhar Srivastava
Farrin Marouf Sofian
Francesco Immorlano
Kushagra Pandey
Stephan Mandt
176
0
0
08 Oct 2025
IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India
IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India
Tung Nguyen
Harkanwar Singh
Nilay Naharas
Lucas Bandarkar
Aditya Grover
AI4Cl
176
0
0
31 Aug 2025
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
Salva Rühling Cachay
M. Aittala
Karsten Kreis
Noah D. Brenowitz
Arash Vahdat
Morteza Mardani
Rose Yu
DiffM
314
2
0
24 Jun 2025
Constructing Extreme Heatwave Storylines with Differentiable Climate Models
Constructing Extreme Heatwave Storylines with Differentiable Climate Models
Tim Whittaker
Alejandro Di Luca
301
0
0
12 Jun 2025
FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems
FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems
N. Benjamin Erichson
Vinicius Mikuni
Dongwei Lyu
Yang Gao
Omri Azencot
Soon Hoe Lim
Michael W. Mahoney
AI4CE
1.0K
4
0
23 May 2025
How to use score-based diffusion in earth system science: A satellite nowcasting example
How to use score-based diffusion in earth system science: A satellite nowcasting example
Randy J. Chase
Katherine Haynes
Lander Ver Hoef
Imme Ebert-Uphoff
DiffM
250
3
0
15 May 2025
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models
Yuta Hirabayashi
Daisuke Matsuoka
DiffM
151
0
0
25 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2025
Xingzhuo Guo
Yu Zhang
Baixu Chen
Haoran Xu
Chao Guo
Mingsheng Long
DiffMAI4TS
329
6
0
02 Mar 2025
Continuous Ensemble Weather Forecasting with Diffusion models
Continuous Ensemble Weather Forecasting with Diffusion modelsInternational Conference on Learning Representations (ICLR), 2024
Martin Andrae
Tomas Landelius
Joel Oskarsson
Fredrik Lindsten
AI4Cl
351
14
0
07 Oct 2024
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
Soon Hoe Lim
Yijin Wang
Annan Yu
Emma Hart
Michael W. Mahoney
Xiaoye S. Li
N. Benjamin Erichson
AI4TS
443
8
0
04 Oct 2024
Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
Peter Manshausen
Y. Cohen
Jaideep Pathak
Jaideep Pathak
Piyush Garg
Morteza Mardani
K. Kashinath
Simon Byrne
Noah D. Brenowitz
Noah Brenowitz
356
32
0
19 Jun 2024
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