The Landauer formula assumes that transport is phase-coherent and that electrons do not interact with each other or with impurities in a significant way. While this is a reasonable approximation for many nanodevices, it may not hold in cases where electron-electron or electron-phonon interactions are strong. Additionally, the formula assumes perfect contacts between the leads and the conductor.
