Hair-width LEDs could eventually replace lasers

LEDs no wider than a human hair could soon take on work traditionally handled by lasers, from moving data inside server racks to powering next-generation displays. New research co-authored by UC Santa ...

Tuning in to fluorescence to farm smarter: Monitoring plant light use saves indoor farm energy costs

Plant owners with a so-called green thumb often seem to have a more finely tuned sense of what their plants need than the ...
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 ...
IEEE

Longitudinal Control of a Tilt-rotor VTOL UAV using Incremental Nonlinear Dynamic Inversion

Abstract: This publication presents a longitudinal incremental nonlinear dynamic inversion (INDI) control approach for a tilt-rotor aircraft. This control scheme is valid in all relevant flight states ...