Cyclic and helical symmetry-informed machine learned force fields: Application to lattice vibrations in carbon nanotubes

Abhiraj Sharma, Shashikant Kumar, Phanish Suryanarayana

We present a formalism for developing cyclic and helical symmetry-informed machine learned force fields (MLFFs). In particular, employing the smooth overlap of atomic positions des…