Anima Anandkumar

Fourier neural operators for learning dynamics in quantum spin systems

2026 · Communications Physics

Abstract Fourier Neural Operators (FNOs) excel on functional data tasks, such as those originating from partial differential equations. This renders them effective at simulating the time evolution of quantum wavefunctions, a computationally challenging, yet coveted …