Machine Learning for Climate and Weather Working Group Announce

[micael (Micael Oliveira)]

This topic will be used for announcements to the Machine Learning for Climate and Weather Working Group by the leadership team.

For example, we will announce meetings, workshops and events through this topic. There will not be an email list.

You need to watch this topic to receive new announcements via email notifications

To avoid individuals accidentally spamming the whole group, this topic is closed and only the leadership team will be able to post replies. If you have questions, check if it has already been asked in the Machine Learning for Climate and Weather Category, and if not either open a topic on the forum or reply to the Working Group description topic.

Useful links/information:

• Monthly Meetings:
  Held first Friday of the month at 2pm.

  Zoom details: Launch Meeting - Zoom
  Zoom Meeting ID: 83187307759 (password: 123456)

  Meeting schedule: ML for Weather and Climate Meeting Talks - Google Sheets , NOTE: As the link to this document is publicly available, access has been restricted to “comment only”. If you wish to edit it please add a comment and it will be periodically edited, or contact one of the co-chairs.

[Terry (Terence O'kane)]

Hi Micael,
will you post a link for the ML monthly meetings? Will there be one on the 4th October?
Best,
Terry

[micael (Micael Oliveira)]

Hi Terry,

Yes, there will be a meeting on the 4th and we will soon share a link. Stay tuned!

Micael

[micael (Micael Oliveira)]

Hi everyone,

The first monthly meeting of the new Machine Learning for Climate and Weather Working Group will take place next Friday, 4th October. Time and zoom details can be found at the top, in the first post.

Here is the agenda:

• Updates from ACCESS-NRI and a tour of ACCESS-Hive forum
• Updates from the Chairs:
  • Join the ML WG if you haven’t already
  • AMOS session submitted: Advancing Weather and Climate Research with Machine Learning, Who do we want to invite
• Updates from the Community
• Yue Sun will talk about Awesome ML Resources, do we want to do something similar?
  • 1. GitHub - rebase-energy/awesome-weather-models: 🌦️ A catalogue and categorization of AI-based weather forecasting models.
  • 2. GitHub - shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate: A comprehesive survey about foundation models for weather and cliamte data understanding. backed up by this paper
  • 3. GitHub - jaychempan/Awesome-LWMs: 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  • 4. GitHub - zhengkai15/Awesome-Weather-Forecast: Research all papers and codes related to weather forecasting based on artificial intelligence methods, including but not limited to deep learning, generative adversarial, multimodal and other strong artificial intelligence
  • 5. GitHub - hoonerg/Awesome-Diffusion-Models-for-Weather-Forecasting: A collection of research papers on Diffusion Models for Weather Forecasting.
• Do you have any suggestions for the co-chairs - what would you like to get out of this working group?
• News Sharing: Share any news that might interest the community (upcoming events, groundbreaking papers)
• Ask the Experts: ML researchers ask the climate experts and vice versa
• Open space for anyone who likes to present their work and get feedback
• Plan the agenda for next month

See you next week!

[micael (Micael Oliveira)]

Hi everyone,

The next monthly meeting of the Machine Learning for Climate and Weather Working Group will take place Friday, 1 November. Time and zoom details can be found at the top, in the first post.

Here is the agenda:

Facilitator: Sanaa Hobeichi
Co-chairs: Vassili, Tennessee, Micael, Sanaa

• Acknowledgement of country
• Updates from ACCESS-NRI and a tour of ACCESS-Hive forum
• New member introductions
• Updates from the Chairs:
  o Join the ML WG if you haven’t already
  o AMOS abstracts submission: Session 8.6 Advancing Weather and Climate Research with Machine Learning. Who do we want to invite as a keynote speaker for the session?
  Abstract submission portal, Deadline: 30 Nov 2024
• Updates from the Community
• ML talk by community member David Fuchs (Senior Scientist at the NSW Department of Planning and Environment)
  • Title: TorchClim v1.0: A deep-learning plugin for climate model physics: Initial results and future developments
  • Q&A
• Share the minutes from the previous community meeting. Add new items, and discuss priorities, and actions.
• Tennessee will present the Edit tool briefly

See you next week!