Integration algorithms are mathematical methods used to determine the integral of functions. In the context of nanotechnology, these algorithms are essential for modeling and simulating nanoscale systems. They help in understanding the behavior and properties of nanomaterials by solving complex differential equations that describe physical phenomena at the nanoscale.