Official repository of GLGExplainer (ICLR2023)

Python toolkit for daily SPI and SPEI calculation on point and gridded datasets.

PyTorch port and runtime for HRRRCast V3 diffusion inference

Training code for UniPDiff

TianQuan-Climate, a novel machine learning model that provides accurate global daily mean forecasts up to 45 days by integrating climatology mean state information.

Aria is Your AI Research Assistant Powered by GPT Large Language Models

GraphCastGFS

Code to process/regrid the GMAO GEOS-FP data for input into GEOS-Chem

Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction

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Code for the paper "MAD-SmaAt-GNet: A multimodal advection-directed network for precipitation nowcasting".

An implementation of Deep Generative Model of Radars from DeepMind in PyTorch

Personal reimplementation of the NowcastNet inference framework

A comprehensive Python tool for retrieving high-resolution satellite imagery from Korea's Geo-Kompsat-2A (GK2A) satellite.

A high-level Parallel I/O Library for structured grid applications

Multi-modal dataset designed to support the development of generalizable AI models for downstream use-cases in weather and climate research

ECMWF OpenIFS model

A global aerosol-meteorology coupled forecasting model, AI-GAMFS, leveraging advanced AI for accurate predictions.