How well are digital twins doing in the industry now? An academic team with input from the Delft University of Technology, among other scientific institutions, interviewed practitioners. The results shows that there is still much to be gained from the design and rollout. Listen to its AI generated podcast twin here. Link to the paper: https://www.icevirtuallibrary.com/doi/pdf/10.1680/jmapl.23.00003

Digital twins and deep learning can help us design aircrafts and track their lifecycle. A team existing of a TU Delft researcher describes in a paper how to increase damage tolerance with real-time insights. Converted into a podcast with Notebook LM. 

How do you design a robust propeller for seagoing vessels, which navigate under sometimes very difficult (weather) conditions? Researchers from universities such as the Delft University of Technology managed to improve the design method considerably with AI, as outlined in this paper.

A team led by Baudino Bessone from the Delft University of Technology has succeeded in creating a better design method for the substructure of floating wind turbines. He replaced an expensive hydrodynamic analysis with an AI model. Tough if you have to read the paper , but simply pleasing to listen to with the help of Notebook LM.