Fast Reconstruction of Exact Maxwell Dynamics from Sparse Data

Dan DeGenaro, Xin Li, Obed Amo +4

We introduce FLASH-MAX, a shallow, exact-by-construction neural network architecture for predicting homogeneous electromagnetic fields from sparse pointwise observations. Each hidd…