University of Wisconsin–Madison
abstract data lines in red and blue

Connecting AI and materials research at UW–Madison

Who we are

Wisconsin Impact Nexus – AI for Materials (WIN-AIM) brings together UW–Madison researchers and industry partners to advance how we discover, design, optimize, and qualify materials using artificial intelligence.

We connect expertise across the College of Engineering, the School of Computer, Data & Information Sciences, the College of Letters & Science, and the UW RISE-AI Initiative. Through workshops and collaborative research, we identify shared priorities and develop new projects.

WIN-AIM is supported by the Grainger Institute for Engineering and the Wisconsin Impact Nexus program. Meet our leadership team.

Join the WIN-AIM community

The WINAIM email list shares information about artificial intelligence and materials with the UW–Madison community. Visit our Google Group to explore the forum and membership options.

Already a member? Share relevant information with the list at winaim@g-groups.wisc.edu.

To unsubscribe, email winaim+unsubscribe@g-groups.wisc.edu.

Explore our work

Research projects

FORGE-SDL develops adaptable robots for autonomous science, with an initial focus on materials processing.

Explore the project and meet the team

Workshops and activities

Connect with the community through workshops on AI and materials science. Find upcoming plans and browse past events.

View workshops and activities

Looking for research support? Browse funding resources.

We acknowledge the generous financial and in-kind support provided by the Grainger Institute for Engineering, including seed funding and essential contributions from its communications, entrepreneurship, industry relations, and project management teams. We further appreciate the individuals at GIE and the broader support from RISE-AI in advancing the WIN-AIM mission.