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## Project researcher

Liu Yuan proposed the ASD physical framework and is responsible for physical judgment and review. AI assists mathematical exploration, calculations and editing. The website does not treat AI as a human author responsible for conclusions.

Independent researchers, students and readers with relevant mathematical, computational or experimental experience are welcome. A title, affiliation or CV is not a condition for offering feedback. Start with a specific question or a reproducible check.

## Contribution records

Record theoretical derivations, mathematical review, code, data processing, experimental design and editing separately. Describe the work performed, sources used, results and unresolved checks, rather than listing credentials alone.

Names, affiliations and contact details must follow the person's confirmed public information. An affiliation is optional. Agree separately on public attribution and publication scope. Sending an email or exporting a draft does not automatically register someone as an author, collaborator or partner institution.

## Current list

No additional confirmed collaborators or partner institutions are registered on this website. Required expertise in open problems states a research need; it does not imply an existing team.

[Contact the author and submit research feedback](/en/collaborate/contact) · [How to contribute](/en/collaborate/how-to-contribute)