MoPINNEnKF: Iterative Model Inference using generic-PINN-based ensemble Kalman filter

Preprint on arXiv: 2506.00731

MoPINNEnKF integrates physics-informed neural networks with ensemble Kalman filters to perform robust and iterative model inference. This framework is particularly useful for estimating physical parameters under uncertainty.

Authors: B Lu, C Mou, G Lin