AI techniques excel at solving complex equations in physics, especially inverse problems

Differential equations are fundamental tools in physics: they are used to describe phenomena ranging from fluid dynamics to general relativity. But when these equations become stiff (i.e. they involve ...
EurekAlert!

New AI techniques to solve complex equations in physics

Researchers from the Institute of Cosmos Sciences of the University of Barcelona (ICCUB) have developed a new framework based ...
AlphaGalileo

ICCUB researchers develop new AI techniques to solve complex equations in physics

Researchers from the Institute of Cosmos Sciences of the University of Barcelona (ICCUB) have developed a new framework based on machine learning ...
Forbes

How To Fight Climate Change Using AI

Forbes contributors publish independent expert analyses and insights. Mark Minevich is a NY-based strategist focused on human centric AI. Inflation is a global problem, and it's one that is being ...
IEEE

Adversarial and Self-Adaptive Domain Decomposition Physics-Informed Neural Networks (PINNs) for High order Differential Equations with Discontinuities

Abstract: The technique of solving differential equations using Physics-Informed Neural Networks (PINNs) has received extensive attention and application. However, employing neural networks with ...