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  • Best practices for managing shared large‑scale computational resources withi...

    Collaboration

    Joint projects often share limited GPU or cluster compute resources. Without ground‑rules resource contention creates delays and friction across partner groups. What conventions help fairly allocate shared compute capacity for collaborative research?

    Maverick, Neville and 3 others
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    • Build transparent shared queue or booking system for large shared compute resources.

      2
      • Set fair priority rules balancing urgent short‑term jobs versus long running workloads.

        2
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      • The hidden cost of chasing very long author lists on collaborative papers

        Collaboration

        Many-team collaborations produce long author lists. Long lists distribute credit but also create coordination overhead and diluted individual accountability. What practical guidance helps manage authorship volume in large collaborations?

        Dylan Rogers, Donald Thomas and 21 others
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        • Keep an explicit record of each participant’s concrete contribution from the start.

          2
          • Agree on authorship inclusion thresholds before the collaboration scales up too far.

            2
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          • What etiquette should you follow when cold‑emailing senior scholars for pote...

            Collaboration

            Many early‑career researchers need to reach out to established researchers outside their institute for possible joint work. Beyond concise emails, what subtle etiquette points are easy to overlook?

            Eric Young, Edward Harris and 26 others
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            • Do not ask for large‑scale time investment in your very first message.

              • Show you have actually read several of their recent papers, not just top‑cited old work.

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