The Mechatronic Approach to Designing Motion as a System

The idea of building a machine from isolated parts, each with its own setup and software, no longer fits how modern automation works.

AI Design Copilots Reduce Time-To-Market For Physical Design

Neural Concept is helping launch products at 2X the speed. It does this by capturing past knowledge into AI-based ...
IEEE

Deep Learning-Based Approximation of Model Predictive Control Laws Using Mixture Networks

Abstract: In recent years, researchers have proposed the approximation of model predictive control (MPC) using deep neural networks (DNNs). However, a limitation arises as DNNs inherently offer one-to ...