Deep learning in physics: a study of dielectric quasi-cubic particles in a uniform electric field

Zhe Wang, Claude Guet

Solving physics problems for which we know the equations, boundary conditions and symmetries can be done by deep learning. The constraints can be either imposed as terms in a loss…