Unravel dataless training: from fundamental theory to scientific applications

The Defense Advanced Research Projects Agency (DARPA) awarded the Regents of the University of Michigan a Cooperative Agreement totaling $299,994 under the Research and Technology Development program (CFDA 12.910) on July 17, 2025, with a completion date of July 17, 2026. The award supports the project "Unravel Dataless Training: From Fundamental Theory to Scientific Applications," to be conducted at the University of Michigan's Ann Arbor campus.

Under this cooperative agreement, the University of Michigan will conduct research in advanced machine learning and artificial intelligence methodologies, specifically focusing on dataless training approaches that advance fundamental theoretical understanding with potential applications across scientific domains. As a leading research institution with substantial experience in federally-funded research and demonstrated capabilities in computer science and engineering innovation, the University of Michigan is well-positioned to deliver transformative scientific and technical contributions aligned with DARPA's mission to develop revolutionary technologies with potential military or dual-use applications.