"How does the theory of special relativity explain the relationship between space and time, particularly regarding the concept of time dilation? Discuss the implications of this theory on the behavior of objects traveling at speeds approaching the speed of light. Additionally, how does quantum mechanics challenge our classical understanding of particles and waves, and what are the key principles behind the wave-particle duality? Explain the significance of these theories in advancing our understanding of the fundamental nature of the universe."