In this study, the RecurrentPhysics Informed Neural Network is studied to determine the friction forces and model the Ball and beam system. While PINN provides faster results to model non-linear ...

Research shows that while connections between innovations speed discovery, they also sharply increase the risk of total ...

Nonlinear phenomena articles from across Nature Portfolio Nonlinear phenomena are phenomena, which, in contrast to a linear system, cannot be explained by a mathematical relationship of ...

With a suite of reimagined instruments at SLAC's LCLS facility, researchers see massive improvement in data quality and take ...

Engineers rely on computational tools to develop new energy storage technologies, which are critical for capitalizing on ...

DIY home security systems are easy to install yourself with a little bit of time and technical knowhow. Check out our best DIY systems of 2025.

This article examines the normal form of a multiple-input-multiple-output (MIMO) linear time-varying (LTV) system. It explores the transformation of such a system into its normal form using an LTV ...