11 citations · 12 across the 2 of their papers we have counts for
3 papers
Perspectives for self-driving labs in synthetic biology
Hector Garcia Martin, Tijana Radivojevic, Jeremy Zucker +19
Self-driving labs (SDLs) combine fully automated experiments with artificial intelligence (AI) that decides the next set of experiments. Taken to their ultimate expression, SDLs co…
ART: A machine learning Automated Recommendation Tool for synthetic biology
Tijana Radivojević, Zak Costello, Kenneth Workman +1
Biology has changed radically in the last two decades, transitioning from a descriptive science into a design science. Synthetic biology allows us to bioengineer cells to synthesiz…
How to Hallucinate Functional Proteins
Zak Costello, Hector Garcia Martin
Here we present a novel approach to protein design and phenotypic inference using a generative model for protein sequences. BioSeqVAE, a variational autoencoder variant, can halluc…