PIPages
Labs

Luiz Manzoni

Concordia College at Moorhead, MN·Education Research

Physicists in research, industry and teaching increasingly need to use computers, computation and artificial intelligence to solve problems, but many undergraduate physics programs do not teach these skills throughout the curriculum. Changing that requires more than one new course: whole departments must revise courses and align many instructors.

Fields

Education Research

Physics

Topics

physics education

computational physics

artificial intelligence

Grants
1 known grant, through Sep 2031

What they work on

  1. Apply Kotter's 8-step change model to integrate computation systematically and sustainably into the undergraduate physics curriculum at participating institutions.
  2. Develop a consensus list of computation competencies, learning goals and AI skills for physics undergraduates, with a curriculum map linking them to common courses.
  3. Build a validated assessment instrument to measure student learning in computation and the effectiveness of departmental change efforts, and document case studies across institution types.

More about the research

This collaboration among eleven colleges and universities treats computation integration as an institutional change problem. Nine institutions, including this one, apply Kotter's 8-step change model, a structured approach to organizational change, to build computation into their physics curricula in a lasting way. Together the collaboration aims to produce three things: a consensus list of computation competencies, learning goals and AI skills for physics undergraduates, with a map linking them to common courses; a validated assessment instrument measuring student learning and the success of change efforts; and case studies plus a small set of adaptable change models. A cohort of 30 Ambassador instructors from 2-year, 4-year and PhD-granting programs helps develop and spread the materials.

Why it matters

Physics departments nationwide could use these learning goals, assessment tools and change models to teach computation and AI more effectively, better preparing physics students for careers in research, industry and education.

Known grants

From NIH and NSF research grants. Labs often have other funding we can't see.

Collaborative Research: Facilitating Broad Propagation of Computation Integration into the Undergraduate Physics Curriculum using Institutional Change Models

NSF · Oct 2026 – Sep 2031

Closest labs

Larry Engelhardt

Francis Marion University, SC·Education Research

Establish regional faculty-development workshops, built on the PICUP community and sustained by local leaders, that help physics faculty add computational activities to undergraduate courses.

Walter Freeman

Syracuse University, NY·Education Research

Establish regional PICUP faculty-development workshops, sustained by local leaders, that help physics instructors integrate computational activities into undergraduate courses, with emphasis on Minority Serving Institutions and two-year colleges.

Suzanne Brahmia

University of Washington, WA·Education Research

Identify the learning objectives of second-year mathematical methods courses for physics majors and the math skills students bring into them, using interviews and samples of student work.

The school

Concordia College at Moorhead: 1 labs on PI Pages.

More about Concordia College at Moorhead

Reach out

A start for your email. Fill in the brackets.