This lecture covers Computational Molecular Design, focusing on Mathematical Theory, High Performance Computing, and In Vivo Experiments. It discusses the challenges in simulating rare events, the use of molecular dynamics simulations, and the importance of quantum corrections. The instructor presents research on stochastic multiscale problems in molecular and systems biology, with a special interest in information-based medicine.