This program is offered to undergraduates of underrepresented institutions interested in hands-on mentored research experience through the summer months. The proposed research project will aim to illustrate recent advances in the application of machine learning to molecular dynamics simulations based on quantum-mechanical electronic structure theory. The students will apply these techniques to gain insight into systems of interest in chemistry and materials science.