Cross-disciplinary collaboration involves integrating knowledge, methodologies, and expertise from multiple disciplines to address complex problems that are beyond the scope of a single field. This approach fosters innovation, enhances problem-solving capabilities, and often leads to groundbreaking discoveries by leveraging diverse perspectives and skills.