Xiulan Jiang
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How to build a simple onboarding checklist for new lab members joining an on...
Collaboration
New students or technicians join mid‑project and miss critical context. A checklist helps them catch up without overburdening senior team members. What must it cover?
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Link to project background documents and prior manuscripts/preprints.
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Cover data storage rules, naming conventions and backup workflow.
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The value of experimental reproducibility in modern academic research
Experimental reproducibility is the basic principle of academic research, but many published papers have unrepeatable experimental results due to incomplete parameter records and hidden operation details. How can we strictly guarantee research reproducibility in daily experiments?
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Record every experimental parameter and operation step in detail, even the trivial ones that seem unimportant.
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Open source your experimental code and dataset after publication to facilitate verification by other researchers.
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