90 citations · 267 across the 15 of their papers we have counts for
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physics.bio-ph2022
Diversifying Design of Nucleic Acid Aptamers Using Unsupervised Machine Learning
Siba Moussa, Michael Kilgour, Clara Jans +4
Inverse design of short single-stranded RNA and DNA sequences (aptamers) is the task of finding sequences that satisfy a set of desired criteria. Relevant criteria may be, for exam…
q-bio.BM2022★ 21 cited
Biological Sequence Design with GFlowNets
Moksh Jain, Emmanuel Bengio, Alex-Hernandez Garcia +10
Design of de novo biological sequences with desired properties, like protein and DNA sequences, often involves an active loop with several rounds of molecule ideation and expensive…