Highly reduced order models with nonlinear contact – extremely efficient computation. Modeled as linear components interconnected with highly reduced-order components. 1-linear reduced model, ...

A simple nonlinear model has the form: where x is a vector of exogenous variables ... especially for small sample sizes. For linear models, these results are exact and are the same as standard linear ...

LinOSS combines biological inspiration with state-space modeling, delivering exceptional performance on long sequences ...

Nonlinear phenomena are phenomena, which, in contrast to a linear system ... An accepted computational model for describing the flocking phenomenon of real active matter system is active Ising ...

However, HOLO's efficient model encoding technology overcomes this limitation through two key innovations: multi-basis graph encoding and the application of nonlinear activation functions. The ...

In this module we will explore how linear/nonlinear structures vibrate and how we can model them in order to understand and optimise their complex behaviour both analytically and numerically. We will ...

“Our nonlinear system transmits quantum information with 94% fidelity, compared to the theoretical limit of 33% on systems using linear optical components,” said Kejie Fang, an Illinois professor of ...