Materials Chemistry and Physics
- [The Periodic Table of the Chemical Elements - Wikipedia]
- Neural Scaling of Deep Chemical Models
Massive scale, both in terms of data availability and computation, enables significant breakthroughs in key application areas of deep learning such as natural language processing (NLP) and computer vision. There is emerging evidence that scale may be a key ingredient in scientific deep learning, but the importance of physical priors in scientific domains makes the strategies and benefits of scaling uncertain.
[More to come ...]
