This document summarizes topics in chemistry that involve mathematical concepts. It discusses topics like knotted and entangled molecules, fullerenes which won the Nobel Prize in 1996, nanotubes, graphene which won the Nobel Prize in 2010, quantum mechanics applied to chemistry including Schrodinger's cat and octopus, and quantum computing concepts like qubits and quantum cryptography. It provides examples and references for further information on the intersection of mathematics and chemistry.