AI solves one of the biggest problems in physics considered impossible: “First principles ...

A problem that has long been considered impossible to solve and that now, thanks to a breakthrough, can be calculated quickly ...
IEEE

A neural network-based method for solving a class of high-order nonlinear partial ...

Abstract: In this paper, a novel approach leveraging artificial neural networks is introduced to approximate solutions for partial differential equations. The one ...

AI tensor network-based computational framework cracks a 100-year-old physics challenge

Researchers from The University of New Mexico and Los Alamos National Laboratory have developed a novel computational ...
IEEE

Differentially Private Graph Convolutional Networks with Privacy Amplification

Abstract: This study delves into the application of Differential Privacy (DP) in Graph Convolutional Networks (GCN). We initially discussed the limitations of ...