IEEE

PID controllers: Design and tuning methods

Abstract: In the paper recent design and tuning methods of PID controllers are summarized briefly. Several decades have seen the widely application of PID controllers and the design and tuning methods ...
IEEE

A Novel PID Design Method via Model-Based Reinforcement Learning Algorithms

Abstract: This paper introduces a novel framework that bridges advanced reinforcement learning (RL) with traditional PID control by converting model-based RL policies into interpretable PID gains. By ...
CNN

I hate my gray hairs. Here’s everything I use to cover them between root touch-ups

Once upon a time, I used to get a root touch-up every two to three months, and in between appointments, I happily plucked out any errant gray hairs. While it’d be ideal to get a root touch-up every ...
News Medical

Study reveals molecular control of tooth root formation and growth

Tooth root development relies on precise coordination of cellular signals, yet the underlying mechanisms remain unclear. Researchers have uncovered how two proteins, Gli2 and Gli3, work together to ...