New AI method flags fluid flow tipping points before simulations break down

David J. Silvester, a mathematics professor at the University of Manchester, has developed a novel machine-learning method to ...
IEEE

Benchmarking Model Predictive Control and Reinforcement Learning-Based Control for Legged Robot Locomotion in MuJoCo Simulation

Abstract: Model Predictive Control (MPC) and Reinforcement Learning (RL) are two prominent strategies for controlling legged robots. RL learns control policies through system interaction, adapting to ...
Interesting Engineering

Video: Humanoid robot returns tennis shots with 96% accuracy in simulation tests

Galbot Robotics has released a video on its official X handle on March 16 showing a humanoid robot rallying tennis shots with a human player in real time. The demonstration showcases the company’s ...
IEEE

Towards an Intelligent Control System: Integrating Machine Learning with Electromagnetic-Thermal Simulation for Heat-Affected Zone Prediction in Induction Tube Welding

Abstract: The present study integrates electromagnetic-thermal simulation with machine learning to develop a predictive model for the heat-affected zone (HAZ) in induction tube welding. The model can ...