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GSoCScience and medicineLast accepted 2025

Open Climate Fix

Using Computers to Fix Climate Change

10
Projects
2
Years accepted
6
In 2025

Projects by year

10

2025

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

    Accepted project · by 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

    Accepted project · by 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

    Accepted project · by Siddharth899

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

  • Cloudcasting UI

    Accepted project · by 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

    Accepted project · by 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

    Accepted project · by 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...

2024

4 acceptedShow
  • FengWu-GHR Implementation

    Accepted project · by Lorenzo Breschi

    I will implement FengWu-GHR model into OpenClimateFix graph_weather repository. This model is the first to be able to predict weather at the 0.09°...

  • GenCast Implementation

    Accepted project · by Giuseppe Bruno

    I propose to contribute to the OpenClimateFix organization by implementing the GenCast model (https://arxiv.org/abs/2312.15796), with a focus on...

  • Add other model architectures to Open Quartz Solar

    Accepted project · by Rosheen Naeem

    The Open Quartz Solar project is a PV forecasting model that leverages open data to generate forecasts for any location on Earth. Currently, the...

  • Connect Solar panel inverter (Enphase) to Open Quartz

    Accepted project · by Aryan Bhosale

    The existing Open Source Quartz Solar Forecast lacks live data integration from Enphase Inverters, hindering its accuracy and utility for Enphase...