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Data driven weather forecasts trained and initialised directly from
  observations

Data driven weather forecasts trained and initialised directly from observations

22 July 2024
Anthony McNally
Christian Lessig
Peter Lean
Eulalie Boucher
Mihai Alexe
E. Pinnington
Matthew Chantry
Simon Lang
Chris Burrows
Marcin Chrust
F. Pinault
Ethel Villeneuve
Niels Bormann
Sean Healy
    AI4Cl
ArXiv (abs)PDFHTML

Papers citing "Data driven weather forecasts trained and initialised directly from observations"

7 / 7 papers shown
Title
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
Siwei Tu
Ben Fei
Weidong Yang
Fenghua Ling
Hao Chen
Zili Liu
Kun Chen
Hang Fan
W. Ouyang
Junlin Wu
142
3
0
09 Feb 2025
Can AI weather models predict out-of-distribution gray swan tropical cyclones?
Can AI weather models predict out-of-distribution gray swan tropical cyclones?
Y. Qiang Sun
Pedram Hassanzadeh
Mohsen Zand
Ashesh Chattopadhyay
Jonathan Weare
D. Abbot
136
7
0
19 Oct 2024
Gridded Transformer Neural Processes for Large Unstructured
  Spatio-Temporal Data
Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data
Matthew Ashman
Cristiana-Diana Diaconu
Eric Langezaal
Adrian Weller
Richard E. Turner
AI4TS
64
1
0
09 Oct 2024
Automated Spatio-Temporal Weather Modeling for Load Forecasting
Automated Spatio-Temporal Weather Modeling for Load Forecasting
Julie Keisler
Margaux Brégère
45
1
0
23 Sep 2024
Prithvi WxC: Foundation Model for Weather and Climate
Prithvi WxC: Foundation Model for Weather and Climate
J. Schmude
Sujit Roy
Will Trojak
Johannes Jakubik
Daniel Salles Civitarese
...
Campbell Watson
M. Maskey
Tsengdar J Lee
Juan Bernabé-Moreno
Rahul Ramachandran
VLMAI4Cl
89
10
0
20 Sep 2024
WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating
  Weather Models
WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating Weather Models
Weixin Jin
Jonathan A. Weyn
Pengcheng Zhao
Siqi Xiang
Jiang Bian
Zuliang Fang
Haiyu Dong
Hongyu Sun
Kit Thambiratnam
Qi Zhang
48
3
0
14 Sep 2024
4D-Var using Hessian approximation and backpropagation applied to
  automatically-differentiable numerical and machine learning models
4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models
Kylen Solvik
Stephen G. Penny
Stephan Hoyer
69
3
0
05 Aug 2024
1