Semiconductor assemblies including thermal layers and associated systems and methods are disclosed herein. In some embodiments, the semiconductor assemblies comprise one or more semiconductor devices over a substrate. The substrate includes a thermal layer configured to transfer thermal energy across the substrate. The thermal energy is transferred from the semiconductor device to the graphene layer using one or more thermal connectors.