Why model atoms? | Open Catalyst Intro Series | Ep. 1

To get engaged with the Open Catalyst project check out opencatalystpr....
Episode 1: Why is the problem of modeling atoms so important? We discuss just a few of the many examples of how better models of atoms and chemistry could have world changing impact.
This video series is aimed at machine learning and AI researchers interested in gaining a better understanding of how to explore machine learning problems in chemistry and material science.
Open Catalyst Intro Series: • Open Catalyst Intro Se...
Additional materials:
The story of Haber and Bosch - The Alchemy of Air: www.amazon.com....
Intro paper on ML for renewable energy storage - An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage: arxiv.org/abs/....
Scaling atomic models to very large sets of atoms - Scaling the leading accuracy of deep equivariant models to biomolecular simulations of realistic size: arxiv.org/abs/....
#opencatalyst #ai4science #climatechange #chemistry

[@theailateshow368]

Really exciting about merging ML with chemistry

[@alexandervoytov4966]

I have feelings this guy doesn’t know basics of chemistry and physics. So many errors difficult to mention all of them.

[@larryzitnick6444]

Happy to answer any questions or concerns about specific points.