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Deep batch active learning for drug discovery

Michael Bailey, Saeed Moayedpour, Ruijiang Li, Alejandro Corrochano-Navarro, Alexander Kötter, Lorenzo Kogler- Anele, Saleh Riahi, Christoph Grebner, Gerhard Hessler, Hans Matter, Marc Bianciotto, Pablo Mas, Ziv Bar-Joseph, 25, Sven Jager · 2024 · DOI 10.7554/elife.89679.2

1 Pith paper cite this work. Polarity classification is still indexing.

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Rethinking Scientific Discovery in the Agentic Era

cs.CL · 2026-07-04 · conditional · novelty 5.5

SCION claims an agentic OS with Research Execution Plans and layered memory that beats autonomous research-agent baselines on reading, ideation, molecule design, and antibody screening.

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  • Rethinking Scientific Discovery in the Agentic Era cs.CL · 2026-07-04 · conditional · none · ref 48

    SCION claims an agentic OS with Research Execution Plans and layered memory that beats autonomous research-agent baselines on reading, ideation, molecule design, and antibody screening.