EXPANDING THE MARINE VIROSPHERE USING METAGENOMICS.

Expanding the marine virosphere using metagenomics.

Viruses infecting prokaryotic cells (phages) are armada tantrum skis the most abundant entities of the biosphere and contain a largely uncharted wealth of genomic diversity.They play a critical role in the biology of their hosts and in ecosystem functioning at large.The classical approaches studying phages require isolation from a pure culture of t

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Molecular de-novo design through deep reinforcement learning

Abstract This work introduces a method to tune a sequence-based generative model for molecular de novo design that through augmented episodic likelihood orb grinder can learn to generate structures with certain specified desirable properties.We demonstrate how this model can execute a range of tasks such as generating analogues to a query structure

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