Research
Selected papers.
We publish what we learn, along with the data and models behind it.

Materials
Generative models for stable crystals
A. Moreau, L. Holm and others

Chemistry
Learning reaction energies from first principles
N. Okafor, K. Ito and others

Materials
A lattice language for porous frameworks
L. Holm, L. Ibarra and others

Biology
Designing binders for difficult protein targets
A. Moreau, L. Ibarra and others

Lab automation
Closing the loop with autonomous synthesis
V. Rao, N. Okafor and others

Methods
Uncertainty you can plan experiments with
K. Ito, V. Rao and others
Build on
our work.
Academic groups can request access to our models and data.