287 citations · 314 across the 6 of their papers we have counts for
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q-bio.QM2019★ 287 cited
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…