Abstract:Protein-protein interactions play an important role in many aspects such as virus infection and immune response. Although there are experimental methods for determining the structure of protein complexes, the experimental methods are time-consuming and labor-intensive, and are difficult to apply in large-scale screening. This project hopes to use the method of extended natural vector ...
Abstract:In this talk, I will present two numerical methods, the Gaussian Process (GP) method and the Fourier Features (FF) algorithm, to solve mean field games (MFGs). The GP algorithm approximates the solution of a MFG with maximum a posteriori probability estimators of GPs conditioned on the partial differential equation (PDE) system of the MFG at a finite number of sample points. To impr...