Seeing the whole from a part: Revealing hidden turbulent structures from limited observations and equations

The irregular, swirling motion of fluids we call turbulence can be found everywhere, from stirring in a teacup to currents in ...
IEEE

Robust Data-Driven Predictive Control for Unknown Linear Systems With Bounded Disturbances

Abstract: This article presents a robust data-driven predictive control (RDPC) framework for linear time-invariant (LTI) systems affected by bounded disturbances and measurement noise. Unlike ...
IEEE

A Linear Large-Signal Model for Inductive Power Transfer System

Abstract: The promising advantages of inductive power transfer are harnessed through modeling techniques. In instances where a system undergoes substantial dynamics, a large-signal model becomes ...
GitHub

In this notebook, you'll see an introduction to PINN, and Diffusion Equation, this was a part of my Deep Learning Project @ University of Trieste

The objective of this notebook is to introduce you to an application of PINNs to a square plate that heats. Analysis and visualization of the diffusion equation on a square plate. Implementation of a ...