2025
ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning
ICLR 2025poster
In the recent years, Physics Informed Neural Networks (PINNs) have received strong interest as a method to solve PDE driven systems, in particular for data assimilation purpose. This method is still in its infancy, with many shortcomings and failures that remain not properly understood. In this pape…