Eigenmodes are natural vibration patterns of a system that occur at specific frequencies, known as eigenfrequencies, and are fundamental in analyzing the dynamic behavior of physical systems. These patterns are characterized by their orthogonality and are solutions to the eigenvalue problem in linear algebra, where the system's response can be expressed as a linear combination of these modes.