LEO Dosimetry – SAA/GCR Separation Using ML - New subgroup

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Dear AIMLawg team,

I would like to propose a collaboration on a project that may be of interest to this group. I have several datasets from my dosimeter flown aboard the ISS, capturing how the radiation field evolves along the orbit, particularly during passes through the South Atlantic Anomaly (SAA).

I am attaching a short presentation outlining the problem and the potential directions for analysis. I would be happy to give a brief online talk if there is an opportunity, and I am also available for in-person discussions, I am currently based at LBNL in the Bay Area until the end of January.

https://docs.google.com/presentation/d/13EDUe0i-9sFqLqPvBBjiqxNAD_wHn5881NRY50uI248/edit?usp=sharing

I look forward to the possibility of working together.

Best regards,
Martin Kákona

@RLWG @AIMLawg @kirill @svcostes @j_miller

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How to Be Involved: Table of Sub-Group Projects, Attend Monthly Meetings, Connect w/Leads for each AWG, & setup App on Phone to Chat. Have an idea on a different-new Project? Propose it 🙂🚀
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Hi Martin. I’m interested in collaborating on your project. I’ll wait for more information about it.

milygardiol07@gmail.com

This is my email. Suppose there is a chance to work on it. I’m a Software Engineering student now getting involved in ML. I’m still working on my English for communication, but I understand your goals for this project.

Best wishes.

Gardiol Milagros.

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Hi @martin

Could you contact @lauren.sanders to have you give a talk on this at the @AIMLawg monthly meeting on Dec 9th? We should also make sure @j_miller & @kirill can attend that one

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I’m available Dec. 9.

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That’s great, Jack!

Make sure to check out the top post in this :thread: thread from @martin - it includes this slide deck:

I believe Martin is submitting data to RadLab, perhaps have used RadLab data, and are proposing a project of some sort

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Can I help to in any way?

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Potentially, I know @martin is submitting for data to OSDR’s “RadLab”

But he also has some sort of collaborative proposal which I don’t quite know yet

Making sure to attend the @AIMLawg mtg on Dec 9th would probably be the next step to hear from @martin and the @RLWG leads @kirill @j_miller

Here is RadLab for AWGers who haven’t visited: https://visualization.osdr.nasa.gov/radlab/gui/overview/

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Yes. Martin and Kirill and I are working together on ingesting SPACEDOS data into RadLab and also using some other RadLab data. I think his ideas about using AI to do GCR/SAA separation are a good project for the AIML group as well.

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Excellent!

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Hi, I’m a first-year physics student, and I’m eager to learn more about the project. I am highly motivated, so even if I don’t know something, I can learn on my own. I’d like to discuss how I might contribute, even in a small way. Have a nice day.

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Sounds good. Catching the presentation and discussion at the AIML AWG on Dec 9th will be essential, to gather AWG members who want to contribute

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Hi Martin, I am a student pursuing aerospace, and I am also in the machine learning field, so I am eager to look into the presentation and provide any possible assistance. I did some work over at NASA recently interning over the summer, but working with ISS data looks entirely new and I am excited to help out any way I can.

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Hello @martin , I’ll be more than happy to work on this project. It sounds very interesting and something I have not worked on. Feel free to include me in any chats or threads !

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Key will be to attend the Dec 9th AIML AWG meeting where this will be presented and the collaboration figured out :slight_smile:

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I’m very interested

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Thanks for the introduction… I am Marshall.

M

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Hi Martin and team,

I’m interested in this project and would like to contribute.

Please let me know if there is a working group or next steps I can join.

Best regards,

Cephas

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Hi Martin,

This project seems intriguing, and I’d love to contribute. I have experience in machine learning, having an abstract submitted to the AI Cures conference. Working with ISS data seems really cool, and being able to gain experience is exciting to me.

Please let me know if there is any way I can assist or take part in this.

Best regards,

Smaran Sure
smaran.sure@gmail.com

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Attending the Dec 9th AIML AWG meeting will be the best way to hear the proposal, and to stay in the loop on the collaboration. Cheers!

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