Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks

1 code implementation • 14 Aug 2023 • Amin Heyrani Nobari, Justin Rey, Suhas Kodali, Matthew Jones, Faez Ahmed

We demonstrate that the addition of conformal predictions effectively enables the model to avoid under-refinement, hence failure, in CFD meshing even for weak and less accurate models.

Uncertainty Quantification