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herikem / CVAE-for-Gravitational-Waves-from-EMRI

Wei Liang and fellow researchers exploring CVAE algorithms
GNU General Public License v3.0
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There seems to be a lot of Nan data in the data #2

Open aspirinliang opened 1 month ago

aspirinliang commented 1 month ago

After cleaning the bad data, it seems to run the model properly

gamebm commented 1 month ago

Hi, aspirinliang,

Thanks for your interest in the github project. As you can see, we are working on an implementation of CVAE as a part of our ongoing research project. Other than that, the coding is still preliminary and we are still at the beginning phase of our study. We do welcome anyone who is interested in developing any potential collaboration.

-- Best Regards Wei-Liang Qian

Professor of Physics Livre docência Department of Basic and Environmental Sciences University of Sao Paulo ORCID: 0000-0002-3450-1984 ResearcherID: C-1388-2013 Email: @.***

On Tue, May 21, 2024 at 1:52 AM aspirinliang @.***> wrote:

After cleaning the bad data, it seems to run the model properly

— Reply to this email directly, view it on GitHub https://github.com/herikem/CVAE-for-Gravitational-Waves-from-EMRI/issues/2#issuecomment-2121736795, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5KOGLDZ7RTUU373TTDSN3ZDLHIHAVCNFSM6AAAAABIA2HZJKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMRRG4ZTMNZZGU . You are receiving this because you are subscribed to this thread.Message ID: <herikem/CVAE-for-Gravitational-Waves-from-EMRI/issues/2/2121736795@ github.com>

aspirinliang commented 1 month ago

Hi, aspirinliang, Thanks for your interest in the github project. As you can see, we are working on an implementation of CVAE as a part of our ongoing research project. Other than that, the coding is still preliminary and we are still at the beginning phase of our study. We do welcome anyone who is interested in developing any potential collaboration. … -- Best Regards Wei-Liang Qian Professor of Physics Livre docência Department of Basic and Environmental Sciences University of Sao Paulo ORCID: 0000-0002-3450-1984 ResearcherID: C-1388-2013 Email: @. On Tue, May 21, 2024 at 1:52 AM aspirinliang @.> wrote: After cleaning the bad data, it seems to run the model properly — Reply to this email directly, view it on GitHub <#2 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5KOGLDZ7RTUU373TTDSN3ZDLHIHAVCNFSM6AAAAABIA2HZJKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMRRG4ZTMNZZGU . You are receiving this because you are subscribed to this thread.Message ID: <herikem/CVAE-for-Gravitational-Waves-from-EMRI/issues/2/2121736795@ github.com>

Hello, Mr Qian. My name is Bo Liang. I am a master student at the University of Chinese Academy of Sciences, and I currently have two work on machine learning for MBHB Parameter Estimation. If you wish, I would like to be included in the parameter estimation task on EMRI.My email address is liangbo22@mails.ucas.ac.cn or aspirinliang@yeah.net

gamebm commented 1 month ago

Dear Ms. Liang,

As far as you can see, this repository is public, so there is no additional inclusion step that might be relevant. We are developing this project with the understanding that CVAE is rapidly evolving and being utilized in theoretical physics. We believe that another public code, in the context of the Creative Commons Attribution license, would be a valuable addition to this collaborative community. You are free to monitor and discuss with us about the project as it progresses.

-- Best Regards Wei-Liang Qian

Professor of Physics Livre docência Department of Basic and Environmental Sciences University of Sao Paulo ORCID: 0000-0002-3450-1984 ResearcherID: C-1388-2013 Email: @.***

On Thu, May 23, 2024 at 12:18 PM aspirinliang @.***> wrote:

Hi, aspirinliang, Thanks for your interest in the github project. As you can see, we are working on an implementation of CVAE as a part of our ongoing research project. Other than that, the coding is still preliminary and we are still at the beginning phase of our study. We do welcome anyone who is interested in developing any potential collaboration. … <#m_-8713097921546124743_m8170799787881271843> -- Best Regards Wei-Liang Qian Professor of Physics Livre docência Department of Basic and Environmental Sciences University of Sao Paulo ORCID: 0000-0002-3450-1984 ResearcherID: C-1388-2013 Email: @. On Tue, May 21, 2024 at 1:52 AM aspirinliang @.> wrote: After cleaning the bad data, it seems to run the model properly — Reply to this email directly, view it on GitHub <#2 (comment) https://github.com/herikem/CVAE-for-Gravitational-Waves-from-EMRI/issues/2#issuecomment-2121736795>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5KOGLDZ7RTUU373TTDSN3ZDLHIHAVCNFSM6AAAAABIA2HZJKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMRRG4ZTMNZZGU . You are receiving this because you are subscribed to this thread.Message ID: </issues/2 https://github.com/herikem/CVAE-for-Gravitational-Waves-from-EMRI/issues/2 /2121736795@ github.com>

Hello, Mr Qian. My name is Bo Liang. I am a master student at the University of Chinese Academy of Sciences, and I currently have two work on machine learning for MBHB Parameter Estimation. If you wish, I would like to be included in the parameter estimation task on EMRI.My email address is @. or @.

— Reply to this email directly, view it on GitHub https://github.com/herikem/CVAE-for-Gravitational-Waves-from-EMRI/issues/2#issuecomment-2127402886, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5KOGKRNISEBIYFOIXRBADZDYCCXAVCNFSM6AAAAABIA2HZJKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMRXGQYDEOBYGY . You are receiving this because you commented.Message ID: @.*** .com>

aspirinliang commented 1 month ago

Dear Mr. Qian, Thanks for your reply, I have the following questions

  1. Is there a software we can use to communicate with the developers of this project in real time?
  2. I have also learnt to use VAE methods such as CVAE for GW parameter estimation.
  3. in fact there are some other machine learning methods for EMRI parameter estimation. The 250 data I have shared using this project have been run through on my previous experience and have some posterior distribution plot results.
  4. Is this project going to lead to any publications? I hope I can participate in it if there is a chance.
gamebm commented 1 month ago

Hi Ms. Liang,

We are a research group based in Brazil, and both Hong and I are originally from China. Yes, we are looking forward to publishing potential new results in academic journals, which is one of our main motivations for this work.

Regarding an official collaboration, we need to discuss this further. Since you are still a master's student, by the Chinese standard, any academic activity, especially those involving publication, should, in principle, receive your supervisor's recognition and approval.

I will be traveling next week, but perhaps we can schedule a Google Meet call the following week to discuss this in more detail.

We appreciate your interest, and we look forward to seeing how things work out.

-- Best Regards Wei-Liang Qian

Professor of Physics Livre docência Department of Basic and Environmental Sciences University of Sao Paulo ORCID: 0000-0002-3450-1984 ResearcherID: C-1388-2013 Email: @.***

On Thu, May 23, 2024 at 10:16 PM aspirinliang @.***> wrote:

Dear Mr. Qian, Thanks for your reply, I have the following questions

Is there a software we can use to communicate with the developers of this project in real time? I have also learnt to use VAE methods such as CVAE for GW parameter estimation. in fact there are some other machine learning methods for EMRI parameter estimation. The 250 data I have shared using this project have been run through on my previous experience and have some posterior distribution plot results. Is this project going to lead to any publications? I hope I can participate in it if there is a chance.

— Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you commented.Message ID: @.***>

aspirinliang commented 1 month ago

Hi Ms. Liang, We are a research group based in Brazil, and both Hong and I are originally from China. Yes, we are looking forward to publishing potential new results in academic journals, which is one of our main motivations for this work. Regarding an official collaboration, we need to discuss this further. Since you are still a master's student, by the Chinese standard, any academic activity, especially those involving publication, should, in principle, receive your supervisor's recognition and approval. I will be traveling next week, but perhaps we can schedule a Google Meet call the following week to discuss this in more detail. We appreciate your interest, and we look forward to seeing how things work out. … -- Best Regards Wei-Liang Qian Professor of Physics Livre docência Department of Basic and Environmental Sciences University of Sao Paulo ORCID: 0000-0002-3450-1984 ResearcherID: C-1388-2013 Email: @. On Thu, May 23, 2024 at 10:16 PM aspirinliang @.> wrote: Dear Mr. Qian, Thanks for your reply, I have the following questions Is there a software we can use to communicate with the developers of this project in real time? I have also learnt to use VAE methods such as CVAE for GW parameter estimation. in fact there are some other machine learning methods for EMRI parameter estimation. The 250 data I have shared using this project have been run through on my previous experience and have some posterior distribution plot results. Is this project going to lead to any publications? I hope I can participate in it if there is a chance. — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you commented.Message ID: @.***>

Dear Mr. Qian, Thank you for your reply. My mentor has already agreed to this collaboration. Looking forward to meeting you at Google Meet. My spoken English is not very good, so please bear with me.