James J. Collins

Synthetic biology: applications come of age

Coupled nonlinear oscillators and the symmetries of animal gaits

Next-Generation Machine Learning for Biological Networks

Machine learning, a collection of data-analytical techniques aimed at building predictive models from multi-dimensional datasets, is becoming integral to modern biological resea...

Engineered gene circuits

Multiplexed and portable nucleic acid detection platform with Cas13, Cas12a, and Csm6

Taking CRISPR technology further CRISPR techniques are allowing the development of technologies for nucleic acid detection (see the Perspective by Chertow). Taking advantages of...

A Deep Learning Approach to Antibiotic Discovery

Due to the rapid emergence of antibiotic-resistant bacteria, there is a growing need to discover new antibiotics. To address this challenge, we trained a deep neural network cap...