11 citations · 11 across the 1 of their papers we have counts for
2 papers
q-bio.QM2019
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…
q-bio.QM2019★ 11 cited
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…