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2021 was a big year here at OCF: we grew, did a lot #ML research and produced some exciting early results as part of our #Nowcasting project. We are thrilled to continue our #ClimateAction journey in 2022. Find out more: buff.ly/3rhI9sg

Super-excited to be able to share that Open Climate Fix's solar PV nowcast is currently 2.8 times better than the baseline (National Grid ESO's forecast) over a horizon of 2 hours. Our mean absolute error is 233 MW. ESO's MAE is 650 MW. And we've only just scratched the surface!

Six months ago, Open Climate Fix and the UCL #AI Society started working together on a climate-focused #ML competition, ClimateHack.AI, and last Saturday we finally learned who the winners are! 🧵

#Opensource lies at the heart of our work. So, we have released several #ML model architectures that we have used for our #solar #electricity #forecasting work. This wouldn’t have been possible without the support from the Shuttleworth openclimatefix.org/blog/2022-05-1…

OCF is hiring! Exciting opportunity for a Fullstack Engineer interested in using their skills to help us fight climate change 🌍☺️ - £55,000/year full-time, flexible hours; - Location: Remote, within a day's train ride of London; - More here: openclimatefix.homerun.co/fullstack-engi…

Thrilled to share that we've won an Innovate UK grant to accelerate the development of our #opensource solution for #netzero! Our #solar #PV generation forecast will help solar farms, solar + storage, and smart homes manage their systems, reducing both costs and #CO2 emissions.

We are funding & supporting 6 excellent open technology projects to accelerate net zero across the energy system. Congratulations to Open Climate Fix, Carbon Coop, CSE, Jet Systems Hélicoptères Services, @TOffeeAm, Thermal Integration

The Open Science Vision as pseudocode. Ryan Abernathey #SciPy2022

Big announcement! (finally) This is the largest dataset of free High Resolution satellite imagery out there, available for non-commercial purposes. Thanks to ESA Earth Observation ESA Earth Observation Φ-Lab and coauthors Julien Cornebise , Bluesky @jcornebise.bsky.social Ivan Orsolic and Airbus for the generous licensing

Been trying out Modal for the last few months processing years of EUMETSAT satellite imagery. Super easy to use and has sped up our data pipeline significantly! Highly recommend it.

OCF team is growing! We are looking for Data Engineer - Backend to help us build solutions that can help reduce #CO2 emissions. If you know of someone who would be a good fit for the role, please spread the word 👇 openclimatefix.homerun.co/data-engineer-… #climatejobs #tech4good

Could diffusion models forecast the weather? • Models like Imagen Video show stunning temporal & spatial coherence • Create ensembles by re-seeding the random input img • Easier to train than GANs Jacob Bieker at Open Climate Fix is exploring the idea: github.com/openclimatefix…

Excited to be part of this panel for Project Resilience next week as part of the Int’l Telecommunication Union AI for Good 🇺🇳 #AIforGood aiforgood.itu.int/event/project-…

Big announcement from United Nations Global Initiative on #AI and #Data Commons ▶️ Don't miss #AIforGood Webinar with Cognizant and Open Climate Fix on the MVP platform developed by Project Resilience. 🌐 loom.ly/y-F9m8Y 🗓️ 18 November 2022 ⏰ 18:00 CET, 09:00 PST, 01:00 CST

Tune in for OCF's Jacob Bieker's talk this Friday delivered as part of AI for Good 🇺🇳 #AIforGood & UN's Global Initiative on #AI and #Data Commons. Jacob will be talking about the datasets we've been gathering and how #AI can help reduce #greenhouse #gas emissions while minimising the cost.

Excited to be talking about the work we've been doing Open Climate Fix!

Curious about what we've been up to here at OCF? Check out our latest Substack post reflecting on 2022 and sharing some exciting news about what's coming up in 2023! open.substack.com/pub/ocfnews/p/… #Tech4Good #AIforclimate #solarenergy

.Open Climate Fix, a member of #NVIDIAInception, built transformer-based #AI models trained on terabytes of satellite data to improve #solarenergy generation predictions by 3x. Learn how the nonprofit is helping decarbonize the UK's electric grid: nvda.ws/41svTVN

We are excited to announce that Open Climate Fix has been selected as a mentor organization for Google Summer of Code 2024! Check out: tinyurl.com/34n3uhvk for details. #opensource #AIforclimate #tech4good

🚀 Introducing RouterBench, the first comprehensive benchmark for evaluating LLM routers! 🎉 A collaboration between Martian and Prof. Kurt Keutzer at UC Berkeley, we've created the first holistic framework to assess LLM routing systems. 🧵1/8 To read more: