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DeepClimGAN: A High-Resolution Climate Data Generator

DeepClimGAN: A High-Resolution Climate Data Generator

23 November 2020
Alexandra Puchko
R. Link
Brian Hutchinson
Ben Kravitz
Abigail C. Snyder
    AI4ClSyDa
ArXiv (abs)PDFHTML

Papers citing "DeepClimGAN: A High-Resolution Climate Data Generator"

9 / 9 papers shown
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events
Jingyi Gu
Xuan Zhang
Guiling Wang
SyDa
245
7
0
04 Jun 2025
DiffESM: Conditional Emulation of Temperature and Precipitation in Earth
  System Models with 3D Diffusion Models
DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion ModelsJournal of Advances in Modeling Earth Systems (JAMES), 2024
Seth Bassetti
Brian Hutchinson
Claudia Tebaldi
Ben Kravitz
347
22
0
17 Sep 2024
Diffusion-Based Joint Temperature and Precipitation Emulation of Earth
  System Models
Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models
Katie Christensen
Lyric Otto
Seth Bassetti
Claudia Tebaldi
Brian Hutchinson
330
1
0
12 Apr 2024
TemperatureGAN: Generative Modeling of Regional Atmospheric Temperatures
TemperatureGAN: Generative Modeling of Regional Atmospheric TemperaturesEnvironmental Data Science (EDS), 2023
Emmanuel Balogun
Ram Rajagopal
Arun Majumdar
228
1
0
29 Jun 2023
DiffESM: Conditional Emulation of Earth System Models with Diffusion
  Models
DiffESM: Conditional Emulation of Earth System Models with Diffusion Models
Seth Bassetti
Brian Hutchinson
Claudia Tebaldi
Ben Kravitz
DiffM
244
13
0
23 Apr 2023
COMET Flows: Towards Generative Modeling of Multivariate Extremes and
  Tail Dependence
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail DependenceInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Andrew McDonald
Pang-Ning Tan
Lifeng Luo
205
12
0
02 May 2022
A comparative study of stochastic and deep generative models for
  multisite precipitation synthesis
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
Jorge Guevara Diaz
Dario Borges
C. Watson
Bianca Zadrozny
79
3
0
16 Jul 2021
Loosely Conditioned Emulation of Global Climate Models With Generative
  Adversarial Networks
Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks
Alexis Ayala
Christopher Drazic
Brian Hutchinson
Ben Kravitz
Claudia Tebaldi
GANAI4ClAI4CE
222
7
0
29 Apr 2021
A modular framework for extreme weather generation
A modular framework for extreme weather generation
Bianca Zadrozny
C. Watson
Daniela Szwarcman
Daniel Salles Civitarese
Dario Augusto Borges Oliveira
Eduardo Rodrigues
Jorge Guevara Diaz
118
1
0
05 Feb 2021
1
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