From the 1 of 3 linked papers with an AI index.
3 papers
Screening of Biosecurity Features in Metagenomic Data with Evo 2 Probes
Jeremy Guntoro, Alexander Dack, Dylan Danno +3
The study tests simple linear and attention probes on frozen Evo 2 embeddings to identify antimicrobial‑resistance and virulence signals in metagenomic sequences, achieving high de…
Recurrent neural chemical reaction networks trained to switch dynamical behaviours through learned bifurcations
Alexander Dack, Tomislav Plesa, Thomas E. Ouldridge
Both natural and synthetic chemical systems not only exhibit a range of non-trivial dynamics, but also transition between qualitatively different dynamical behaviours as environmen…
Recurrent neural chemical reaction networks that approximate arbitrary dynamics
Alexander Dack, Benjamin Qureshi, Thomas E. Ouldridge +1
Many important phenomena in biochemistry and biology exploit dynamical features such as multi-stability, oscillations, and chaos. Construction of novel chemical systems with such r…