Multi-scale modeling refers to the integration of models that span multiple spatial and temporal scales to understand and predict the behavior of complex systems. In the context of nanotechnology, multi-scale modeling is crucial as it allows researchers to bridge the gap between atomic or molecular scales and macroscopic scales, enabling a comprehensive understanding of nanomaterials and nanodevices.