Microbial genomes encode the largest molecular, biochemical and functional diversity on Earth.

The Hwang lab develops machine learning models and experimental approaches to discover and design novel microbial functions.

Based in MIT’s Department of Biology, Department of Electrical Engineering and Computer Science, and the Schwarzman College of Computing, we integrate computation with expertise in evolution, ecology and biochemistry to characterize and harness the molecular potential of microbes.