Which Branch of Mathematics Is Most Widely Used in Engineering?

Find out why the most popular mathematical subjects in engineering in 2026 are calculus and linear algebra. Discover how ...
IEEE

Automated Tuning of Fuzzy Systems to Solve Ordinary Differential Equations

Abstract: Physics-Informed Neural Networks (PINNs) have recently emerged as a powerful method for solving differential equations by leveraging machine learning techniques. However, while neural ...
University of Oslo

IN5270 – Numerical methods for partial differential equations

The course provides a thorough introduction to design, analysis (both theoretical and empirical), and programming of difference and elemental methods to solve differential equations. In addition, the ...
IEEE

Overcoming the Spectral Bias Problem of Physics-Informed Neural Networks in Solving the Frequency-Domain Acoustic Wave Equation

Abstract: Physics-informed neural networks (PINNs) have recently been utilized to tackle wave equation-based forward and inverse problems. However, they encounter challenges in accurately predicting ...
GitHub

Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation

Abstract: Video generation models often operate under the assumption of fixed frame rates, which leads to suboptimal performance when it comes to handling flexible frame rates (e.g., increasing the ...