Generating Ampicillin-Level Antimicrobial Peptides with Activity-Aware Generative Adversarial Net

Generating Ampicillin-Level Antimicrobial Peptides with Activity-Aware Generative Adversarial Net

Nov 13, 2020
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Abstract: Antibiotic resistance is a serious and immediate threat against humanity as currently available antibiotics become increasingly obsolete. Antimicrobial peptides are a possible solution to this problem. This talk will be about a peptide-specialized generative model called PepGAN that takes the balance between covering active peptides and dodging nonactive ones.

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