Workshop: AI for Science: Mind the Gaps

Bringing Atomistic Deep Learning to Prime Time

Nathan Frey · Siddharth Samsi · Bharath Ramsundar · Connor Coley


Artificial intelligence has not yet revolutionized the design of materials and molecules. In this perspective, we identify four barriers preventing the integration of atomistic deep learning, molecular science, and high-performance computing. We outline focused research efforts to address the opportunities presented by these challenges.