yongquan-qu / SLAMSLinks
SLAMS: Score-based Latent Assimilation in Multimodal Setting
☆37Updated last year
Alternatives and similar repositories for SLAMS
Users that are interested in SLAMS are comparing it to the libraries listed below
Sorting:
- Diffusion for climate downscaling☆62Updated 11 months ago
- A generative foundation model for the kilometer-scale atmosphere☆42Updated last week
- ☆26Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆96Updated 3 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆27Updated 2 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆38Updated last week
- ☆40Updated 3 years ago
- ☆32Updated 2 years ago
- ☆25Updated last month
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 3 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Ai2 Climate Emulator☆95Updated 3 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆43Updated 4 months ago
- Official implementation of Score-based Data Assimilation☆61Updated last year
- AtmoRep model code☆46Updated 2 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆36Updated this week
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆47Updated 2 months ago
- ☆16Updated 2 months ago
- Uncertainty quantification for data-driven weather models.☆11Updated last month
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆16Updated last month
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆40Updated last month
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆16Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- ☆39Updated 2 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆22Updated last year
- Benchmarking tools for applying AI/ML to data assimilation☆16Updated last month
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆84Updated 4 months ago