Cross-disciplinary research plays a pivotal role in improving generalization. By integrating concepts from chemistry, physics, biology, and engineering, researchers can develop more comprehensive models and approaches. This interdisciplinary method helps in identifying universal patterns and principles that can be applied across different nanotechnological applications, from drug delivery systems to electronics.