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How collaborators can find experts with ProfessorNet

ProfessorNet can turn a broad institution or department search into a smaller, more defensible list of faculty to read, contact, or mention in a collaboration plan.

Start from a target institution and department

If you already know the institution, run a department query from the homepage. If you are still exploring, use Popular Networks to see examples of how department networks are structured.

Build a short list

Find active PIs

Begin with larger nodes and top PI summaries, then read the PI details to check topic alignment with your problem, method, population, or technology.

Inspect connected groups

Strong edges can identify faculty who already publish together. That is useful when you need a team, not just a single expert.

Look for adjacent expertise

Nearby nodes and overlapping topic profiles can reveal people whose work is not an exact keyword match but may be scientifically relevant.

Check recency

Use a recent publication range or Trend Mode to avoid over-weighting a collaboration pattern that was stronger in earlier years.

How to mention ProfessorNet

In outreach or planning documents, treat ProfessorNet as a discovery and reading aid. A careful phrasing is: "I used ProfessorNet to review recent department-level co-authorship patterns and identify faculty whose publication topics and collaboration context appear relevant." Avoid presenting the graph as a complete map of informal advising, funding relationships, or unpublished work.

Before contacting a PI

  • Read two or three recent papers, not only the topic labels.
  • Check the lab or faculty page for current projects and trainees.
  • Compare connected PIs when your project needs multiple kinds of expertise.
  • Keep the outreach specific: one problem, one reason for fit, one concrete next step.