GitHub

runge_kutta_fehlberg_45.py

func: An ordinary differential equation (ODE) as function of x and y. x_initial: The initial value of x. y_initial: The initial value of y. step_size: The increment value of x. x_final: The final ...
LinkedIn

Yusef Sadik Gavrilov’s Post

The Runge-Kutta method is a family of iterative numerical techniques used to solve ordinary differential equations (ODEs). Runge-Kutta methods (especially RK4) outperform Euler’s method in most ...
IEEE

Accelerated DGTD Method Employing Hybrid Time Integration Scheme of Runge-Kutta Time Stepping and Neural Network Prediction

Abstract: In addressing the computational inefficiency arising from complex boundary conditions and multiscale features in large-scale electromagnetic analyses, an accelerated memory efficient ...
Nature

Chiller sensor fault diagnosis based on circle mapping and adaptive t-distribution Runge–Kutta algorithm optimized LSTM

Faulty or inaccurate sensors can lead to increased energy consumption, disrupt control systems, and potentially cause damage to equipment. To tackle this challenge, we propose the Circle Mapping and ...
IEEE

Approximating High-Order Adversarial Attacks Using Runge-Kutta Methods

Abstract: Adversarial attacks craft adversarial examples (AEs) to fool convolution neural networks. The mainstream gradient-based attacks, based on first-order optimization methods, encounter ...