PICS Seminar: “Fusing machine learning and atomistic simulations for materials design”
Zoom - email kathom@seas.upenn.eduData-driven approaches match or outperform humans at a number of tasks, including pattern recognition in images and text or planning and strategy in rule-based games. The application of machine learning techniques is also promising for accelerating materials design. However, experimental data for training is typically scarce and sparse. The interplay between physics-based simulations and data-driven […]