By combining revolutionary advances in deep learning from AI with the time-tested strategies of deep thinking from physics, IAIFI researchers are gaining a deeper understanding of our universe and of intelligence itself. IAIFI’s efforts have helped to establish the interdisciplinary field of AI+Physics, combining AI innovation with inductive biases from physics to advance both fields in a virtuous cycle. IAIFI is facilitating collaborations across the domains of Foundational AI, Theoretical Physics, Experimental Physics, and Astrophysics by using cross-cutting themes of Representation/Manifold Learning, Generative Models, Uncertainty Quantification/Robust AI, Physics-Motivated Optimization, and Reinforcement Learning to develop a common language.
Domain Impact
Highlights
Updated April 15, 2025