Maxwell's Equations tell us a lot about electromagnetic interactions and physics. In the mid-1800s, Scottish physicist James Maxwell thought something interesting was going on with electric fields. So ...

Physics-informed neural networks (PINNs) represent a burgeoning paradigm in computational science, whereby deep learning frameworks are augmented with explicit physical laws to solve both forward and ...

Researchers trained a machine learning tool to capture the physics of electrons moving on a lattice using far fewer equations than would typically be required, all without sacrificing accuracy. Using ...