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PoC Case Study

Discover the effectiveness and power of Key Ward's Reduced Order Models (ROMs) as valuable tools in engineering.

This case study demonstrates how:

  • Key Ward developed a Reduced Order Model (ROM) using POD + Kriging for steady-state analysis of the DrivAer model, reducing simulation and computing costs significantly.
  • The ROM was integrated into Paraview, allowing users to input parameters and receive predictions in less than 1 second, enhancing visualization and analysis capabilities.
  • The ROM showed reliable results for faster design space exploration and sensitivity analysis, reducing time to market by 50% and costs.
  • Key Ward's ML process includes automated quality assessment, data preprocessing, model training, and continuous improvement, providing tailored solutions without requiring AI/data expertise from customers.

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