Science and medicine

Open Climate Fix

Using Computers to Fix Climate Change

Technologies
Pythonpytorch
Topics
ClimateForecastingrenewables
Total projects
10
Years participating
2
Most recent
2025

Participation history

2 program years
Projects by participation year 2024: 4 projects, 2025: 6 projects 4 2024 6 2025

Historical projects

2025 6 projects

Official GSoC page ↗

Efficient Cloud-Based Data Streaming for ML: Implementing Ice Chunk + Zarr 3 for PVNet Training

Contributor: Dakshbir

This proposal describes a thorough implementation strategy for streamlining Zarr data straight from cloud storage using Ice Chunk and Zarr 3...

Adjuster This! TabPFN for Solar Forecast Error Adjustment

Contributor: Gupta, Anshul

Open Climate Fix’s Quartz Solar forecasting model uses a simple rule-based "adjuster" that averages recent forecast errors to correct incoming solar...

Open Data PVNet

Contributor: Siddharth899

Open Data PVNet aims to democratize solar energy forecasting by extending the PVNet framework to work entirely with publicly available weather...

Cloudcasting UI

Contributor: Suvan Banerjee

Open Climate Fix recent Cloudcasting model is able to predict clouds movements very accurately but for end user it’s hard to see or visualize the...

Improving Probabilistic Solar Forecasts

Contributor: Tara Murphy

This project aims to improve probabilistic solar forecasting by replacing traditional quantile regression with a more expressive Gaussian Mixture...

Quartz Solar - New data source in ML model

Contributor: zaryab ali

This project aims to enhance PVNet, a multi-modal deep learning model for solar energy forecasting, by integrating aerosol data as an additional...