In this paper, a global-receptive graph iteration architecture that overcomes this shortcoming is designed to replace the graph convolution architecture. Specifically, Newton's method, one of the most ...

800 359.6 seconds ( ~6 minutes) 900 755.2 seconds (~12 minutes) The time required to invert a matrix using Newton iteration is dominated by calls to the MatMult () function which requires ...

Other iterative methods, like gradient descent — the algorithm used in today’s machine learning models — converge toward the true minimum at a linear rate. Newton’s method converges toward it much ...

The data-driven methods based on the graph convolution architecture provide a promising direction for accelerating power flow (PF) calculation. These methods directly predict operational states of ...

GATE MA Syllabus 2025: IIT Roorkee has released the GATE Syllabus for Mathematics with the official brochure. Get the direct link to download GATE Mathematics syllabus PDF on this page.

Due to the potential applications of this equation, thus the objective of this investigation is to solve and analyze the time fractional form of this equation using methods with precise efficiency, ...

vectfit3.py is the implementation of the Fast Relaxed Vector Fitting algorithm in python. This algorithm was originally developed by B. Gustavsen and A. Semlyem 1 and the original code was written in ...

Abstract In this study, we applied the variational iteration method to solve the Boussinesq time equation. Bossiness’s article from 1872 introduced the equations that are now known as the Boussinesq ...