Louis Rossignol
PhD Candidate in Physics
BLUE Residency
2025
Exploring LLMs to create new mathematical frameworks for condensed matter physics
BLUE Residency
Winter
2025

Background

On December 5th, OpenAI released GPTPro. It is a new subscription in its catalog that promises the best model to solve problems in mathematics for $200/month. This new model, the o1pro, is claimed to provide a significant improvement in solving such problems. OpenAI has awarded grants to use this new subscription in medicine for ten leading U.S. institutions.

In this residency, I want to explore the potential of o1pro in developing new mathematical frameworks for condensed matter physics. Condensed matter physics deals with the study of materials and systems with many interacting particles. These phenomena require advanced mathematical frameworks to describe and predict their behavior.

The o1pro model could offer a unique opportunity to address these challenges. I aim to investigate its applications in proposing new models for many-body interactions and topological features.

The outcomes of this research could lead to a deeper understanding of quantum materials and condensed matter systems while showcasing the transformative potential of AI in addressing some of the most complex problems in physics.

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