Advancing Molecular Simulation Methods with Machine Learning

In this presentation, we will demonstrate how modern data science techniques can be used to advance molecular modeling and simulation methods, how the results of traditional methods can be calibrated, and how we can devise data-derived models that are predictive and that can replace simulations at a fraction of the computational cost.