Motivated by grand challenges in structural and molecular biology, our research combines applied statistics and scientific computing to perform applications that could not have been accomplished years ago. Our work on algorithmic development is equally driven by our research interest in nanoscale design, experimental refinement, molecular genetics and related collaborations with both computational and experimental laboratories.