Open Challenges in Developing Generalizable Large Scale Machine Learning Models for Catalyst Discovery

Adeesh Kolluru, Muhammed Shuaibi, Aini Palizhati +6

The development of machine learned potentials for catalyst discovery has predominantly been focused on very specific chemistries and material compositions. While effective in inter…