Pseudopotentials are mathematical constructs used in quantum mechanical simulations to simplify the complex interactions between electrons and atomic nuclei. They replace the all-electron potential with a simpler form that captures the essential physics while being computationally less intensive. This approach allows for efficient and accurate calculations of electronic properties in nanomaterials.