Mendez Lab

Von Karman Institute for Fluid Dynamics

Vlaams Gewest (BE2) · Belgium

ERC-funded
Rate this labNo reviews yet — be the first.

Research focus

ERC Starting Grant · 2024

REinforcement TWInning SysTems: from collaborative digital twins to model-based reinforcement learning

The concept of digital twins promises to revolutionize engineering by offering new avenues for optimization, control, and predictive maintenance. Digital twins seek to virtually replicate systems using models that continuously "learn" from data, automatizing data collection, validation, and refinement and becoming "self-learning" models. However, this concept is not yet established in engineering and requires significant developments in integrating machine learning with traditional "domain-specific" knowledge. The Re-Twist project tackles this challenge with two objectives. The first objective is to develop a new framework that puts fundamental principles at the core of digital twinning and…

From the public funding record at EU CORDIS. Describes the funded project, not the reviews below.

Reviews

← All labs at Von Karman Institute for Fluid Dynamics