Simulated Proving Ground Trains and Assesses AI for Actively Controlling Fluid Dynamics

Simulated proving ground trains and assesses AI for actively controlling fluid dynamics

A platform for training and comparing machine learning models to actively reduce drag, improve lift, cut noise and manage heat has been launched by an international team that includes researchers at the University of Washington, ...

Reject Fluid Simulations, Return To Rheoscopic Fluid

Fluid simulations are one of the “killer apps” of high-performance computing, but if you can’t afford the performance, they can take a depressingly long time to run. Depending on your …

HydroGym Trains and Evaluates AI for Active Fluid Dynamics Control

Fluid dynamics has a new training ground for artificial intelligence, and its name is HydroGym. An international research team has launched a platform designed to help machine-learning systems control turbulent flows around wings, turbines, engines and other engineered surfaces. The system allows researchers to train and compare artificial-intelligence controllers under standardized conditions, with the goal […]

HydroGym trains, assesses AI for actively controlling fluid dynamics

A platform for training and comparing machine learning models for actively reducing drag, improving lift, cutting noise and managing heat has been launched by an international team including researchers at the University of Washington, University of Michigan Engineering, RWTH Aachen University and the Technical University of Munich.