Faculty using AI
This gallery collects concrete examples of how faculty are using generative AI in teaching, research, mentoring, and academic work. Each example includes context, adaptation notes, and direct links to source repositories and skill files when available.
Research administration, collaboration management
A membership, speakers, publications, and author-list database developed for the US Muon Collider Collaboration, which has around 300 members. Straightforward for another scientific collaboration to adapt and deploy themselves.
Graduate training, curriculum development
A thirteen-module, simulation-first VHDL course for physicists who already write C++ or Python and now have to read and modify FPGA firmware.
Course infrastructure
Build a static site where students run Jupyter in their browser, nothing to install and no server to maintain.
Outreach tracking, grant reporting
A self-hosted web app that helps a scientific community log outreach visits, visualize coverage on a map, and share resources.
Course administration
Pull every assignment in a Canvas course into a CSV, edit the dates in a spreadsheet, and push them back in one command instead of forty page loads.
Scholarly writing, CV and proposal preparation
A LaTeX package that pulls High Energy Physics references, citation counts, and author metrics straight from INSPIRE-HEP, so a CV or proposal is never stale and never hand-typed.
Research administration
A local-only dashboard that turns institutional finance exports into grant projections, spending alerts, and hiring scenarios without sending sensitive data off the faculty member's computer.
Curriculum audit, course materials review
A skill file that walks an AI assistant through an evidence-based audit of course materials, finding the places where notation itself — not the physics — is what blocks students.
Research and teaching infrastructure
One command turns a few seed DOIs into thousands of abstracts, so students can run their own language model experiments on real literature without API keys, a GPU, or a scraping project.
Research administration, proposal preparation
A Python tool that turns a folder of institutional budget spreadsheets into proposal-ready justification templates, LaTeX macros for every number, and one merged workbook with formulas intact.