ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2308.15560
  4. Cited By
WeatherBench 2: A benchmark for the next generation of data-driven
  global weather models

WeatherBench 2: A benchmark for the next generation of data-driven global weather models

29 August 2023
S. Rasp
Stephan Hoyer
Alexander Merose
I. Langmore
Peter W. Battaglia
Tyler Russel
Alvaro Sanchez-Gonzalez
Vivian Q. Yang
Rob Carver
Shreya Agrawal
Matthew Chantry
Z. B. Bouallègue
P. Dueben
Carla Bromberg
Jared Sisk
Luke Barrington
Aaron Bell
Fei Sha
    AI4Cl
ArXivPDFHTML

Papers citing "WeatherBench 2: A benchmark for the next generation of data-driven global weather models"

14 / 64 papers shown
Title
Data Assimilation using ERA5, ASOS, and the U-STN model for Weather
  Forecasting over the UK
Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK
Wenqi Wang
Jacob Bieker
Rossella Arcucci
César Quilodrán-Casas
29
0
0
15 Jan 2024
DiffDA: a Diffusion Model for Weather-scale Data Assimilation
DiffDA: a Diffusion Model for Weather-scale Data Assimilation
Langwen Huang
Lukas Gianinazzi
Yuejiang Yu
P. Dueben
Torsten Hoefler
33
28
0
11 Jan 2024
GenCast: Diffusion-based ensemble forecasting for medium-range weather
GenCast: Diffusion-based ensemble forecasting for medium-range weather
Ilan Price
Alvaro Sanchez-Gonzalez
Ferran Alet
Tom R. Andersson
Andrew El-Kadi
...
Jacklynn Stott
Shakir Mohamed
Peter W. Battaglia
Rémi R. Lam
Matthew Willson
31
110
0
25 Dec 2023
Towards an end-to-end artificial intelligence driven global weather
  forecasting system
Towards an end-to-end artificial intelligence driven global weather forecasting system
Kun Chen
Lei Bai
Fenghua Ling
Peng Ye
Tao Chen
...
Hao Chen
Yi Xiao
Kang Chen
Tao Han
Wanli Ouyang
AI4Cl
21
16
0
18 Dec 2023
Scaling transformer neural networks for skillful and reliable
  medium-range weather forecasting
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
Tung Nguyen
Rohan Shah
Hritik Bansal
T. Arcomano
Sandeep Madireddy
R. Maulik
V. Kotamarthi
Ian Foster
Aditya Grover
AI4TS
19
58
0
06 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A
  Comprehensive Survey
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey
Shengchao Chen
Guodong Long
Jing Jiang
Dikai Liu
Chengqi Zhang
SyDa
AI4CE
41
24
0
05 Dec 2023
Neural General Circulation Models for Weather and Climate
Neural General Circulation Models for Weather and Climate
Dmitrii Kochkov
J. Yuval
I. Langmore
Peter C. Norgaard
Jamie A. Smith
...
Peter W. Battaglia
Alvaro Sanchez-Gonzalez
Matthew Willson
Michael P. Brenner
Stephan Hoyer
AI4Cl
AI4CE
20
126
0
13 Nov 2023
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
Julia Kaltenborn
C. E. E. Lange
Venkatesh Ramesh
Philippe Brouillard
Yaniv Gurwicz
Chandni Nagda
Jakob Runge
Peer Nowack
David Rolnick
AILaw
36
17
0
07 Nov 2023
FuXi-Extreme: Improving extreme rainfall and wind forecasts with
  diffusion model
FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model
Xiaohui Zhong
Lei Chen
Jun Liu
Chensen Lin
Yuan Qi
Hao Li
AI4Cl
11
18
0
25 Oct 2023
WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local
  Numerical Weather Prediction Bias-Correction
WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction
Binqing Wu
Weiqiu Chen
Wengwei Wang
Bingqing Peng
Liang Sun
Ling Chen
18
5
0
09 Oct 2023
Graph-based Neural Weather Prediction for Limited Area Modeling
Graph-based Neural Weather Prediction for Limited Area Modeling
Leo Feng
Tomas Landelius
Yoshua Bengio
AI4CE
33
11
0
29 Sep 2023
Advancing Parsimonious Deep Learning Weather Prediction using the
  HEALPix Mesh
Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh
Matthias Karlbauer
Nathaniel Cresswell-Clay
Dale Durran
Raul A Moreno
Thorsten Kurth
Boris Bonev
Noah D. Brenowitz
Martin Volker Butz
MDE
28
20
0
11 Sep 2023
Inductive biases in deep learning models for weather prediction
Inductive biases in deep learning models for weather prediction
Jannik Thümmel
Matthias Karlbauer
S. Otte
C. Zarfl
Georg Martius
...
Thomas Scholten
Ulrich Friedrich
V. Wulfmeyer
B. Goswami
Martin Volker Butz
AI4CE
43
5
0
06 Apr 2023
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Jinpeng Wang
Amanpreet Singh
Julian Michael
Felix Hill
Omer Levy
Samuel R. Bowman
ELM
297
6,959
0
20 Apr 2018
Previous
12