PaccMann$^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models

Jannis Born
Jannis Born
Joris Cadow
Joris Cadow
Greta Markert
Greta Markert
Nil Adell Mill
Nil Adell Mill
Modestas Filipavicius
Modestas Filipavicius

arXiv, (2020)

Cited by: 0|Views7

Abstract:

With the fast development of COVID-19 into a global pandemic, scientists around the globe are desperately searching for effective antiviral therapeutic agents. Bridging systems biology and drug discovery, we propose a deep learning framework for conditional de novo design of antiviral candidate drugs tailored against given protein targets...More

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