Abstract
Fast energy predictions close enough to quantum chemistry to plan real experiments.
Quantum chemistry is accurate but slow. We trained a model to predict reaction energies in a fraction of the time.
On held-out reactions it stays within chemical accuracy for most cases we care about.
We show where the model is confident, where it is not, and how we use both.
