Deep neural networks for the prediction of the optical properties and the free-form inverse design of metamaterials

Timo Gahlmann, Philippe Tassin

Many phenomena in physics, including light, water waves, and sound, are described by wave equations. Given their coefficients, wave equations can be solved to high accuracy, but th…