Loxodynamics paper published on Nature Communications

We are pleased to announce our latest publication in Nature Communications, where we introduce Loxodynamics, a machine-learning-driven approach for the autonomous discovery of chemical reactions in complex catalytic systems. By leveraging the skewness of probability distributions, the method identifies reaction pathways without prior knowledge, enabling efficient exploration of reactive landscapes under realistic conditions.

https://www.nature.com/articles/s41467-026-69586-8