Scalars are universal: Equivariant machine learning, structured like classical physics

Soledad Villar, David W. Hogg, Kate Storey-Fisher +2

There has been enormous progress in the last few years in designing neural networks that respect the fundamental symmetries and coordinate freedoms of physical law. Some of these f…