Solving Functional PDEs with Gaussian Processes and Applications to Functional Renormalization Group Equations

Xianjin Yang, Matthieu Darcy, Matthew Hudes +3

We present an operator learning framework for solving non-perturbative functional renormalization group equations, which are integro-differential equations defined on functionals.…