POI Radio monitors subgraph data integrity in real time using Graphcast SDK

Gossip about Subgraphs with other Graph Protocol Indexers

POC for the Graphcast sdk, as well as a single Radio example

Project Airstorm is an AI-powered weather visualization tool for AFGSC aviation, integrating GraphCast AI for real-time, high-accuracy forecasts. Built with React, Flask, AWS, and Google APIs, it enhances mission planning with extreme weather alerts, predictive analytics, and seamless integration into military operations. 🚀

Simplified, reproducible reimplementation of DeepMind's GraphCast weather model using graph neural networks (JAX · Haiku · Jraph). Runs on a single GPU, with honest negative-results reporting and detailed failure-mode analysis of a heavily scaled-down forecasting model.

CLI for Graphcast

Monitor gossip on Graphcast

Explainable AI analysis of DeepMind's GraphCast weather forecasting model — applied feature occlusion, SHAP, permutation feature importance, and integrated gradients to Storm Zeynep (B.Sc. Thesis, HTW Berlin).

Weather data service that integrates EUMETSAT historical satellite data with Google GraphCast and AIFS forecasts through the Model Context Protocol (MCP)l for intelligent weather prediction for LLM models

AI+学科交叉教学案例集：涵盖生物、化学、物理、数学、天文、文史等19个实验

Subgraph API for querying Graphcast IDs